diff --git a/.gitignore b/.gitignore index c83cd7923636bb9c62648bbfb1e4be2be47c9d2d..81c13a250df884826f37e3d47fa84dd5e90c0737 100644 --- a/.gitignore +++ b/.gitignore @@ -30,4 +30,5 @@ __pycache__/ temp_cluster_2/ agromada* output* -.vscode \ No newline at end of file +.vscode +.ipynb_checkpoints \ No newline at end of file diff --git a/strpython/LICENSE b/LICENSE similarity index 100% rename from strpython/LICENSE rename to LICENSE diff --git a/criteria_cache.py b/criteria_cache.py deleted file mode 100644 index 2de2202387c2cd1b01b6e59c6b50de330cb9379d..0000000000000000000000000000000000000000 --- a/criteria_cache.py +++ /dev/null @@ -1,18 +0,0 @@ -# coding = utf-8 - -import os, re, glob -import pandas as pd -import networkx as nx - - -from strpython.eval.automatic_annotation import AnnotationAutomatic -from strpython.models.str import STR -from tqdm import tqdm,TqdmSynchronisationWarning - - -import warnings -warnings.simplefilter("ignore", TqdmSynchronisationWarning) -tqdm.pandas() - - - diff --git a/depreciated/generate_data.py b/depreciated/generate_data.py deleted file mode 100644 index ac2fe26736cfc3b7767581d38ee98e512fa99fe8..0000000000000000000000000000000000000000 --- a/depreciated/generate_data.py +++ /dev/null @@ -1,211 +0,0 @@ -# coding = utf-8 -import argparse,glob,logging,string,time -from concurrent.futures import ThreadPoolExecutor - -from langdetect import detect -from progressbar import ProgressBar, Timer, Bar, ETA, Counter - -from strpython.nlp.disambiguator.share_prop import * -from strpython.pipeline import * -import networkx as nx - - -logging.basicConfig(format='%(asctime)s %(message)s') - -def filter_nonprintable(text): - # Get the difference of all ASCII characters from the set of printable characters - nonprintable = set([chr(i) for i in range(128)]).difference(string.printable) - # Use translate to remove all non-printable characters - return text.translate({ord(character):None for character in nonprintable}) - -parser = argparse.ArgumentParser() -parser.add_argument("texts_input_dir") -parser.add_argument("graphs_output_dir") -parser.add_argument("metadata_output_fn") - -subparsers = parser.add_subparsers(help='commands') - -normal = subparsers.add_parser( - 'normal', help='Basic STR generation. No argument are necessary !') -normal.set_defaults(which="norm") - - -gen_parser = subparsers.add_parser( - 'generalisation', help='Apply a generalisation transformation on the generated STRs') -gen_parser.set_defaults(which="gene") -gen_parser.add_argument( - '-t','--type_gen', help='Type of generalisation',default="all") -gen_parser.add_argument( - '-n', help='Language',default=1) -gen_parser.add_argument( - '-b','--bound', help='If Generalisation is bounded, this arg. correspond' - 'to the maximal ',default="country") - -ext_parser = subparsers.add_parser( - 'extension', help='Apply a extension process on the STRs') -ext_parser.set_defaults(which="ext") -ext_parser.add_argument( - '-d','--distance', help='radius distance',default=150) -ext_parser.add_argument( - '-u','--unit', help='unit used for the radius distance',default="km") -ext_parser.add_argument( - '-a','--adjacent_count', help='number of adjacent SE add to the STR',default=1) - -args = parser.parse_args() -if "which" in args: - if args.which =="gene": - args.type_trans="gen" - elif args.which =="ext": - args.type_trans="ext" - -print("Parameters entered : ",args) - - -start = time.time() -class_=StanfordNER -# Initialise Graphs Transformers -pipeline= { - "en":Pipeline(lang="english",tagger=Tagger(),ner=class_(lang="en")), - "fr":Pipeline(lang="french",tagger=Tagger(),ner=class_(lang="fr")), - "es":Pipeline(lang="espagnol",tagger=Tagger(),ner=class_(lang="es")) -} - - - -# Read Input Files -import re -texts_=[] -if os.path.exists(args.texts_input_dir): - files_glob= glob.glob(args.texts_input_dir+"/*.txt") - files_=["" ]* len(files_glob) - for fn in files_glob: - id = int(re.findall("\d+", fn)[-1]) - files_[id]=fn - if not files_: - print("No .txt files found in {0}".format(args.texts_input_dir)) - exit() - for fn in files_: - try: - tex=open(fn).read() - #lang = detect(tex) #for bug encoding - texts_.append(tex) - except: - print("{0} could'nt be read ! Add Lorem Ipsum instead".format(fn)) - texts_.append("Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.") - - -# If output Dir doesn't exists -if not os.path.exists(args.graphs_output_dir): - os.makedirs(args.graphs_output_dir) - -if not texts_: - print("No text files were loaded !") - exit() - - - - -data={} -n=0 -logging.info("Identify Document(s) language(s)") -with ProgressBar(max_value=len(texts_),widgets=[' [', Timer(), '] ',Bar(),'(', Counter(),')','(', ETA(), ')']) as pg: - for text in range(len(texts_)): - pg.update(text) - if not text: - lang="en" - else: - try: - lang=detect(texts_[text]) - - except Exception as e: - lang="en" - #print(lang, text) - if not lang in data and lang in pipeline: - data[lang]=[] - if lang in pipeline: - data[lang].append(text) - else: - if not "en" in data:data["en"]=[] # Ca peut arriver :s :s :s !!! - data["en"].append(text) - # except: - # n+=1 # encoding error - -associated_es={} -count_per_doc={} -list_gs=[] -i=0 - - - -def workSTR(id_doc,text,count_per_doc,associated_es, list_gs,pg,lang): - global i - if not text: - count_per_doc[id_doc] = {} - associated_es[id_doc] = {} - g = nx.MultiDiGraph() - # g.add_node("GD9355566")#"en": "New Britain Public Library", - list_gs.append(g) - - else: - t = filter_nonprintable(text) - # try: - str, count, se_identified = pipeline[lang].build(t, None, **vars(args)) - list_gs.append(str.graph) - # Save Metadata - count_per_doc[id_doc] = count - associated_es[id_doc] = se_identified - # except Exception as e: # NER Bug - # warnings.warn(repr(e)) - # count_per_doc[id_doc] = {} - # associated_es[id_doc] = {} - # g = nx.MultiDiGraph() - # list_gs.append(g) - - # Save Graph structure - nx.write_gexf(list_gs[-1], args.graphs_output_dir + "/{0}.gexf".format(id_doc)) - i+=1 - pg.update(i) - - -logging.info("Extracting Toponyms and Building STR...") -queue=[] -with ThreadPoolExecutor(max_workers=4) as executor: - with ProgressBar(max_value=len(texts_),widgets=[' [', Timer(), '] ',Bar(),'(', Counter(),')','(', ETA(), ')']) as pg: - pg.start() - for lang in data: - for id_doc in data[lang]: - workSTR(id_doc,texts_[id_doc],count_per_doc,associated_es, list_gs,pg,lang) - # print(id_doc) - # if not texts_[id_doc]: - # count_per_doc[id_doc] = {} - # associated_es[id_doc] = {} - # g=nx.MultiDiGraph() - # #g.add_node("GD9355566")#"en": "New Britain Public Library", - # list_gs.append(g) - # - # else: - # t=filter_nonprintable(texts_[id_doc]) - # try: - # str, count, se_identified = pipeline[lang].build(t,None,**vars(args)) - # list_gs.append(str.graph) - # # Save Metadata - # count_per_doc[id_doc] = count - # associated_es[id_doc] = se_identified - # except Exception as e: # NER Bug - # warnings.warn(repr(e)) - # count_per_doc[id_doc] = {} - # associated_es[id_doc] = {} - # g = nx.MultiDiGraph() - # list_gs.append(g) - # - # # Save Graph structure - # nx.write_gexf(list_gs[-1], args.graphs_output_dir+"/{0}.gexf".format(id_doc)) - # i+=1 - # pg.update(i) - - -# Save Metadata -open(os.path.join(args.graphs_output_dir,args.metadata_output_fn),'w').write(json.dumps([associated_es,count_per_doc],indent=4)) - - -print("--- %s seconds ---" % (time.time() - start)) \ No newline at end of file diff --git a/depreciated/generate_data_csv.py b/depreciated/generate_data_csv.py deleted file mode 100644 index 41a5099bcaaaf46676bce9b0678745c9a8834737..0000000000000000000000000000000000000000 --- a/depreciated/generate_data_csv.py +++ /dev/null @@ -1,130 +0,0 @@ -# coding = utf-8 - -# coding = utf-8 -import argparse,glob, string,time,re - -from progressbar import ProgressBar, Timer, Bar, ETA, Counter - -from strpython.models.str import STR -from strpython.nlp.disambiguator.share_prop import * -from strpython.pipeline import * -import pandas as pd -import networkx as nx - -def filter_nonprintable(text): - # Get the difference of all ASCII characters from the set of printable characters - nonprintable = set([chr(i) for i in range(128)]).difference(string.printable) - # Use translate to remove all non-printable characters - return text.translate({ord(character):None for character in nonprintable}) - -parser = argparse.ArgumentParser() -parser.add_argument("csv_input_dir") -parser.add_argument("graphs_output_dir") -parser.add_argument("metadata_output_fn") - -subparsers = parser.add_subparsers(help='commands') - -normal = subparsers.add_parser( - 'normal', help='Basic STR generation. No argument are necessary !') -normal.set_defaults(which="norm") - - -gen_parser = subparsers.add_parser( - 'generalisation', help='Apply a generalisation transformation on the generated STRs') -gen_parser.set_defaults(which="gene") -gen_parser.add_argument( - '-t','--type_gen', help='Type of generalisation',default="all") -gen_parser.add_argument( - '-n', help='Language',default=1) -gen_parser.add_argument( - '-b','--bound', help='If Generalisation is bounded, this arg. correspond' - 'to the maximal ',default="country") - -ext_parser = subparsers.add_parser( - 'extension', help='Apply a extension process on the STRs') -ext_parser.set_defaults(which="ext") -ext_parser.add_argument( - '-d','--distance', help='radius distance',default=150) -ext_parser.add_argument( - '-u','--unit', help='unit used for the radius distance',default="km") -ext_parser.add_argument( - '-a','--adjacent_count', help='number of adjacent SE add to the STR',default=1) - -args = parser.parse_args() -if "which" in args: - if args.which =="gene": - args.type_trans="gen" - elif args.which =="ext": - args.type_trans="ext" - -print("Parameters entered : ",args) - -if os.path.exists(args.csv_input_dir): - files_glob= glob.glob(args.csv_input_dir+"/*.csv") -if not files_glob: - files_glob = glob.glob(args.csv_input_dir + "/*.txt") -else: - exit() - -if not os.path.exists(args.graphs_output_dir): - os.makedirs(args.graphs_output_dir) -start = time.time() - -associated_es={} -count_per_doc={} -i=0 -#logging.info("Get associated spatial entities and ") -with ProgressBar(max_value=len(files_glob),widgets=[' [', Timer(), '] ',Bar(),'(', Counter(),')','(', ETA(), ')']) as pg: - for fn in files_glob: - - id_=int(re.findall("\d+", fn)[-1]) - df=pd.read_csv(fn) - df = df[-df["GID"].isin(['0', 'o', 'NR', 'O'])] - try: - count_per_doc[id_]=json.loads(df.groupby("GID").GID.count().to_json()) - associated_es[id_] = df[["GID","text"]].groupby("GID",as_index=False).max().set_index('GID').to_dict()["text"] - except: - count_per_doc[id_]={} - associated_es[id_]={} - pg.update(i) - i+=1 -#logging.info("Fetch list of spatial entities available !") -all_es=set([]) -for k,v in associated_es.items(): - for k2 in v: - all_es.add(k2) - - - -i=0 -def foo_(x): - try: - return get_data(x)["en"] - except: - print(x) -with ProgressBar(max_value=len(files_glob), - widgets=[' [', Timer(), '] ', Bar(), '(', Counter(), ')', '(', ETA(), ')']) as pg: - for fn in files_glob: - - id_ = int(re.findall("\d+", fn)[-1]) - df = pd.read_csv(fn) - # try: - df= df.fillna("O") - df= df[-df["GID"].isin(['0','o','NR','O'])] - #print(df) - # except: - # df = df[(df.GID.notnull())] - # print("BUG",df) - df["label"]=df.GID.apply(foo_) - df = df.rename(columns={"GID": "id"}) - str_=STR.from_pandas(df,[]).build() - nx.write_gexf(str_, args.graphs_output_dir + "/{0}.gexf".format(id_)) - i+=1 - pg.update(i) - - -# Save Metadata -open(os.path.join(args.graphs_output_dir,args.metadata_output_fn),'w').write(json.dumps([associated_es,count_per_doc],indent=4)) - - -print("--- %s seconds ---" % (time.time() - start)) \ No newline at end of file diff --git a/extract_pdf_from_results.py b/extract_pdf_from_results.py new file mode 100644 index 0000000000000000000000000000000000000000..e6607cfbcc9cb5e29a21194c8f63e3db4c6e5c53 --- /dev/null +++ b/extract_pdf_from_results.py @@ -0,0 +1,71 @@ +# %% +import matplotlib.pyplot as plt +#%matplotlib inline +import numpy as np +import pandas as pd +import seaborn as sns +plt.style.use(['seaborn']) +from tqdm import tqdm + +#%% +from glob import glob +import os + + +def break_line(title): + return "\n".join(title.split("&")) + final_="" + for i,ch in enumerate(title): + final_+=ch + if i> 0 and i%40 == 0: + final_+="\n" + return final_ +def get_name(fn): + import re + new_fn= "PadiWeb Corpus" if "padi"in fn else "AgroMada Corpus" + if "ming1" in fn: + min_=re.findall("ming1_(\d+)",fn)[0] + new_fn += " - (STR minsize = {0})".format(min_) + return new_fn + +def get_name_combination_wsm(x): + dict_={ + "c1_c2_c3_c4_c5_c6": r"$\bf{All Criteria}$", + "c2_c5_c6": r"$\bf{Spatial\ relatedeness\ privileged}$" + } + if x not in dict_: + return x + return dict_[x] + +#%% +def generate_increase_graph(fn,dir_out,vs="ClassicBOW"): + df = pd.read_excel(fn) + df = df[df.name.isin(["c1_c2_c3_c4_c5_c6","c2_c5_c6"])] + df = df[df.type_score.isin(["wsm"])] + df["name_all"]=df.apply(lambda x:"_".join([str(x["name"]),str(x.type_score)]),axis=1) + g = sns.catplot(col="name_all", + data=df, kind="bar", + height=4, aspect=1.,col_wrap=3,sharex=False) + for ix,ax in enumerate(g.axes.flatten()): + + ax.set_title(break_line("{name} & {mesure}-{type_}".format( + name=get_name_combination_wsm(df.iloc[ix]["name"]), + mesure=df.iloc[ix].mesure, + type_=df.iloc[ix].type)),fontsize=11) + ax.set_ylim((-1,1)) + fn2 = os.path.basename(fn) + plt.subplots_adjust(hspace=0.4, wspace=0.4) + g.fig.suptitle("{file}".format(file=get_name(fn2)),fontsize=15,y=1.1,x=0.35) + g.savefig(os.path.join(dir_out,".".join(fn2.split(".")[:-1])+".pdf")) + + + + +for dirpath in [["csv_results_15_05_19_VS_CLASSICBOW","CLASSICBOW"],["csv_results_15_5_19_top1_vs_BOWSE_str_object_","BOWSE"]]:#[["./csv_results_8_4_19_top1_ClassicBow/","CLASSICBOW"],["./csv_results_8_4_19_top1_BOW_STR_object/","BOWSE"]]: + fns = glob(os.path.join(dirpath[0],"*.xlsx")) + for fn in tqdm(fns): + generate_increase_graph(fn,dirpath[0],vs=dirpath[1]) + + + + diff --git a/generate_str.py b/generate_str.py index 25edc2a0a77d7d380198d4a6f2cae10c12f87bb7..0ea662869695b12e160546efe5ae5b22fee3db8a 100644 --- a/generate_str.py +++ b/generate_str.py @@ -1,6 +1,7 @@ -import sys, os, re ,argparse, warnings, json +import sys, os, re, argparse, warnings, json import logging + logger = logging.getLogger("elasticsearch") logger.setLevel(logging.ERROR) @@ -8,16 +9,16 @@ import numpy as np import pandas as pd import networkx as nx from tqdm import tqdm -tqdm.pandas() # for progressbar when apply with dataframes -tqdm.monitor_interval = 0 +tqdm.pandas() # for progressbar when apply with dataframes +tqdm.monitor_interval = 0 from strpython.pipeline import Pipeline from strpython.nlp.pos_tagger.tagger import Tagger from strpython.models.str import STR from strpython.nlp.ner.spacy import Spacy as spacy_ner -#from strpython.nlp.ner.polyglot import Polyglot as poly_ner +# from strpython.nlp.ner.polyglot import Polyglot as poly_ner from strpython.nlp.ner.stanford_ner import StanfordNER as stanford_ner from strpython.nlp.disambiguator.wikipedia_cooc import WikipediaDisambiguator as wiki_d @@ -31,26 +32,25 @@ from thematic_str.helpers.terminology.matcher import matcher_agrovoc from stop_words import get_stop_words import logging + logger = logging.getLogger("elasticsearch") logger.setLevel(logging.ERROR) logger = logging.getLogger("Fiona") logger.setLevel(logging.ERROR) - disambiguator_dict = { - "occwiki" : wiki_d, - "most_common" : most_common_d, - "shareprop" : shared_geo_d + "occwiki": wiki_d, + "most_common": most_common_d, + "shareprop": shared_geo_d } ner_dict = { "spacy": spacy_ner, - #"polyglot":poly_ner, - "stanford":stanford_ner + # "polyglot":poly_ner, + "stanford": stanford_ner } - -help_input="""Filename of your input. Must be in Pickle format with the following columns : +help_input = """Filename of your input. Must be in Pickle format with the following columns : - filename : original filename that contains the text in `content` - id_doc : id of your document - content : text data associated to the document @@ -60,25 +60,25 @@ help_input="""Filename of your input. Must be in Pickle format with the followin parser = argparse.ArgumentParser(formatter_class=argparse.RawTextHelpFormatter) # REQUIRED -parser.add_argument("input_pkl",help=help_input) +parser.add_argument("input_pkl", help=help_input) # OPTIONAL -parser.add_argument("-n","--ner", - help="The Named Entity Recognizer you wish to use", - choices=list(ner_dict.keys()), - default="spacy") -parser.add_argument("-d","--disambiguator", - help="The Named Entity disambiguator you wish to use", - choices=list(disambiguator_dict.keys()), - default="most_common") -parser.add_argument("-t","--transform", - help="Transformation to apply", - action="append", - choices=["gen","ext"]) - -parser.add_argument("-o","--output", - help="Output Filename", - default="output.pkl" -) +parser.add_argument("-n", "--ner", + help="The Named Entity Recognizer you wish to use", + choices=list(ner_dict.keys()), + default="spacy") +parser.add_argument("-d", "--disambiguator", + help="The Named Entity disambiguator you wish to use", + choices=list(disambiguator_dict.keys()), + default="most_common") +parser.add_argument("-t", "--transform", + help="Transformation to apply", + action="append", + choices=["gen", "ext"]) + +parser.add_argument("-o", "--output", + help="Output Filename", + default="output.pkl" + ) args = parser.parse_args() @@ -87,44 +87,43 @@ if not os.path.exists(args.input_pkl): df = pd.read_pickle(args.input_pkl) +dataset_name = args.input_pkl.replace(".pkl", "") -dataset_name = args.input_pkl.replace(".pkl","") - -cols=set(df.columns) +cols = set(df.columns) if not "filename" in cols or not "id_doc" in cols or not "content" in cols or not "lang" in cols: raise ValueError("Missing data column in input given") -languages= np.unique(df.lang.values) -print("Languages available in the corpus",languages) +languages = np.unique(df.lang.values) +print("Languages available in the corpus", languages) -pipelines={ - lang : Pipeline(lang=lang,ner=ner_dict[args.ner](lang=lang),tagger=Tagger(),disambiguator= disambiguator_dict[args.disambiguator](),corpus_name=dataset_name) - for lang in tqdm(languages,desc="Load Pipelines model") +pipelines = { + lang: Pipeline(lang=lang, ner=ner_dict[args.ner](lang=lang), tagger=Tagger(), + disambiguator=disambiguator_dict[args.disambiguator](), corpus_name=dataset_name) + for lang in tqdm(languages, desc="Load Pipelines model") } - stopwords = { - lang:matcher_agrovoc(lang).terminology_data - for lang in tqdm(languages,desc="Load stopwords") + lang: matcher_agrovoc(lang).terminology_data + for lang in tqdm(languages, desc="Load stopwords") } for lang in stopwords: stopwords[lang].extend(get_stop_words(lang)) - print("Clean input content ...") if not "entities" in df: - df["content"]= df.content.progress_apply(lambda x :clean_text(x)) + df["content"] = df.content.progress_apply(lambda x: clean_text(x)) + +count_error = 0 -count_error=0 -def build(pipelines,x): +def build(pipelines, x): global count_error try: if "entities" in x: - return pipelines[x.lang].build(x.content,stop_words=stopwords[x.lang]) + return pipelines[x.lang].build(x.content, stop_words=stopwords[x.lang]) except Exception as e: print(e) - + try: return pipelines[x.lang].build(x.content) except Exception as e: @@ -133,25 +132,39 @@ def build(pipelines,x): return pipelines[x.lang].build(str(x.content).encode("utf-8").decode("utf-8")) except Exception: warnings.warn("Could not build STR for doc with id = {0}".format(x.id_doc)) - count_error +=1 + count_error += 1 return STR.from_networkx_graph(nx.Graph()) + print("Transforming text to STR ...") df["str_object"] = STR.from_networkx_graph(nx.Graph()) -for lang in tqdm(languages,desc="Computing STR"): +df_fin = df.iloc[[]] +for lang in tqdm(languages, desc="Computing STR"): corpus_ = df[df.lang == lang].content - df[df.lang == lang]["str_object"]=pipelines[lang].pipe_build(corpus_)#df.progress_apply(lambda x: build(pipelines,x) if len(x.content) >0 else STR.from_networkx_graph(nx.Graph()) , axis = 1) - df[df.lang == lang]["str_object"]=df["str_object"].apply(lambda x: x[0] if isinstance(x,tuple) else x) + df2 = df[df.lang == lang] + df2["str_object"] = pipelines[lang].pipe_build( + corpus_) # df.progress_apply(lambda x: build(pipelines,x) if len(x.content) >0 else STR.from_networkx_graph(nx.Graph()) , axis = 1) + df_fin = pd.concat((df_fin, df2)) + +df = df_fin +for ix, row in df.iterrows(): + print(row.str_object.graph.nodes()) if "ext" in args.transform: print("Extending STR ...") - df["ext_1"]=df.progress_apply(lambda x: pipelines[x.lang].transform(x.str_object,type_trans="ext",adjacent_count=1,distance="100"), axis = 1) - df["ext_2"]=df.progress_apply(lambda x: pipelines[x.lang].transform(x.str_object,type_trans="ext",adjacent_count=2,distance="100"), axis = 1) + df["ext_1"] = df.progress_apply( + lambda x: pipelines[x.lang].transform(x.str_object, type_trans="ext", adjacent_count=1, distance="100"), axis=1) + df["ext_2"] = df.progress_apply( + lambda x: pipelines[x.lang].transform(x.str_object, type_trans="ext", adjacent_count=2, distance="100"), axis=1) if "gen" in args.transform: print("Generalising STR ...") - df["gen_region"]=df.progress_apply(lambda x: pipelines[x.lang].transform(x.str_object,type_trans="gen",type_gen="bounded",bound="region"), axis = 1) - df["gen_country"]=df.progress_apply(lambda x: pipelines[x.lang].transform(x.str_object,type_trans="gen",type_gen="bounded",bound="country"), axis = 1) + df["gen_region"] = df.progress_apply( + lambda x: pipelines[x.lang].transform(x.str_object, type_trans="gen", type_gen="bounded", bound="region"), + axis=1) + df["gen_country"] = df.progress_apply( + lambda x: pipelines[x.lang].transform(x.str_object, type_trans="gen", type_gen="bounded", bound="country"), + axis=1) print("Done with {0} error(s)... Now saving !".format(count_error)) df.to_pickle(args.output) \ No newline at end of file diff --git a/notebooks/.ipynb_checkpoints/Baseline_computation-checkpoint.ipynb b/notebooks/.ipynb_checkpoints/Baseline_computation-checkpoint.ipynb deleted file mode 100644 index 8d83835f2783130f19a44fa459b83e33e8c20126..0000000000000000000000000000000000000000 --- a/notebooks/.ipynb_checkpoints/Baseline_computation-checkpoint.ipynb +++ /dev/null @@ -1,698 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import networkx as nx\n", - "import numpy as np\n", - "import geopandas as gpd\n", - "import pandas as pd\n", - "from glob import glob" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "dir_=\"../data/graph_data/graph_exp_july_19/normal/\"" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "graphs=[nx.read_gexf(fn) for fn in glob(dir_+\"*.gexf\")]" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "from strpython.models.str import *" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [], - "source": [ - "graphs=[STR.from_networkx_graph(g) for g in graphs]" - ] - }, - { - "cell_type": "code", - "execution_count": 43, - "metadata": {}, - "outputs": [], - "source": [ - "from strpython.helpers.collision import getGEO\n", - "def getGeoDataFrame(str_,label):\n", - " spatial_entities=str_.spatial_entities\n", - " data=[]\n", - " for k,v in spatial_entities.items():\n", - " geo_d=getGEO(k)\n", - " data.append([k,v,geo_d.values[0]])\n", - " df=gpd.GeoDataFrame(data,columns=\"id label geometry\".split())\n", - " df[\"geometry\"]=df[\"geometry\"].apply(lambda x : x[0] if type(x) == type(np.array([])) else x)\n", - " return gpd.GeoDataFrame([[1,df.unary_union,label]],columns=\"id geometry label\".split())" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "<matplotlib.axes._subplots.AxesSubplot at 0x12c78a080>" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "t=getGeoDataFrame(graphs[7])\n", - "t.plot(cmap=\"tab10\",figsize=(20,20))" - ] - }, - { - "cell_type": "code", - "execution_count": 62, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "<matplotlib.legend.Legend at 0x131c0f588>" - ] - }, - "execution_count": 62, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "<matplotlib.figure.Figure at 0x131c6f2e8>" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "df1=getGeoDataFrame(graphs[6],\"STR_1\")\n", - "df2=getGeoDataFrame(graphs[7],\"STR_2\")\n", - "res_intersection = gpd.overlay(df1, df2, how='intersection')\n", - "import matplotlib.pyplot as plt\n", - "\n", - "fig, ax = plt.subplots(figsize = (12, 8))\n", - "res_intersection.plot(ax=ax,cmap='tab10',alpha=0.5,figsize=(15,15))\n", - "df2.plot(ax=ax, facecolor='none',edgecolor='green')\n", - "df1.plot(ax=ax, facecolor='none', edgecolor='red')\n", - "ax.set_xlim(-50,100)\n", - "ax.legend([\"Intersection\",\"ddd\",\"fffff\"],loc=9, bbox_to_anchor=(0.5, -0.06), ncol=5, prop={'size':10})" - ] - }, - { - "cell_type": "code", - "execution_count": 88, - "metadata": {}, - "outputs": [ - { - "ename": "AttributeError", - "evalue": "'GeoDataFrame' object has no attribute '_geom'", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m<ipython-input-88-31c02f1e9d2f>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m 2\u001b[0m \u001b[0mdeb\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtime\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtime\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[0mt\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mgetGeoDataFrame\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mgraphs\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m6\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 4\u001b[0;31m 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union of all geometries in the\n\u001b[1;32m 235\u001b[0m ``GeoSeries``.\"\"\"\n\u001b[0;32m--> 236\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0munary_union\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgeometry\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mvalues\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 237\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 238\u001b[0m \u001b[0;31m#\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m/usr/local/lib/python3.6/site-packages/shapely/ops.py\u001b[0m in \u001b[0;36munary_union\u001b[0;34m(self, geoms)\u001b[0m\n\u001b[1;32m 144\u001b[0m \u001b[0msubs\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mc_void_p\u001b[0m \u001b[0;34m*\u001b[0m \u001b[0mL\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 145\u001b[0m \u001b[0;32mfor\u001b[0m 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\u001b[0mobject\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__getattribute__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 3615\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 3616\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0m__setattr__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mname\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;31mAttributeError\u001b[0m: 'GeoDataFrame' object has no attribute '_geom'" - ] - } - ], - "source": [ - "import time\n", - "deb=time.time()\n", - "t=getGeoDataFrame(graphs[6])\n", - "gg1=gpd.GeoDataFrame([[1,t.unary_union]],columns=\"id geometry\".split())\n", - "t2=getGeoDataFrame(graphs[7])\n", - "gg2=gpd.GeoDataFrame([[1,t2.unary_union]],columns=\"id geometry\".split())\n", - "print(time.time()-deb)\n", - "gpd.overlay(gg1,gg2,how=\"intersection\").area.sum()\n", - "print(time.time()-deb)" - ] - }, - { - "cell_type": "code", - "execution_count": 147, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "5551/5552" - ] - } - ], - "source": [ - "gpds=[]\n", - "import sys\n", - "for i,G in enumerate(graphs):\n", - " sys.stdout.write(\"\\r{0}/{1}\".format(i,len(graphs)))\n", - " if len(G.spatial_entities) >0:\n", - " gpds.append(getGeoDataFrame(G))" - ] - }, - { - "cell_type": "code", - "execution_count": 39, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "<div>\n", - "<style scoped>\n", - " .dataframe tbody tr th:only-of-type {\n", - " vertical-align: middle;\n", - " }\n", - "\n", - " .dataframe tbody tr th {\n", - " vertical-align: top;\n", - " }\n", - "\n", - " .dataframe thead th {\n", - " text-align: right;\n", - " }\n", - "</style>\n", - "<table border=\"1\" class=\"dataframe\">\n", - " <thead>\n", - " <tr style=\"text-align: right;\">\n", - " <th></th>\n", - " <th>id</th>\n", - " <th>geometry</th>\n", - " <th>label</th>\n", - " </tr>\n", - " </thead>\n", - " <tbody>\n", - " <tr>\n", - " <th>0</th>\n", - " <td>1</td>\n", - " <td>(POLYGON ((5.59263 50.56481, 5.587814726672197...</td>\n", - " <td>NaN</td>\n", - " </tr>\n", - " </tbody>\n", - "</table>\n", - "</div>" - ], - "text/plain": [ - " id geometry label\n", - "0 1 (POLYGON ((5.59263 50.56481, 5.587814726672197... NaN" - ] - }, - "execution_count": 39, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "df1" - ] - }, - { - "cell_type": "code", - "execution_count": 171, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "5" - ] - }, - { - "ename": "KeyboardInterrupt", - "evalue": "", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mKeyboardInterrupt\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m<ipython-input-171-f2f17a8eb88e>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m 4\u001b[0m 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\u001b[0mfill_value\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfill_value\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mallow_fill\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mallow_fill\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1325\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;31mKeyboardInterrupt\u001b[0m: " - ] - } - ], - "source": [ - "N=len(gpds)\n", - "mat=np.zeros((N,N))\n", - "for i in range(N):\n", - " sys.stdout.write(\"\\r{0}\".format(i))\n", - " for j in range(i,N):\n", - " mat[i,j]=gpds[i].intersects(gpds[j]).sum()/(max(len(gpds[i]),len(gpds[j])))\n", - " mat[j,i]=mat[i,j]\n", - " " - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import matplotlib.pyplot as plt" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "plt.imshow(mat)\n", - "plt.colorbar()" - ] - }, - { - "cell_type": "code", - "execution_count": 178, - "metadata": {}, - "outputs": [ - { - "ename": "SyntaxError", - "evalue": "invalid syntax (<ipython-input-178-32e96abbe266>, line 1)", - "output_type": "error", - "traceback": [ - "\u001b[0;36m File \u001b[0;32m\"<ipython-input-178-32e96abbe266>\"\u001b[0;36m, line \u001b[0;32m1\u001b[0m\n\u001b[0;31m gpds[6].plot()?\u001b[0m\n\u001b[0m ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m invalid syntax\n" - ] - } - ], - "source": [ - "gpds[6].plot" - ] - }, - { - "cell_type": "code", - "execution_count": 182, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "<div>\n", - "<style scoped>\n", - " .dataframe tbody tr th:only-of-type {\n", - " vertical-align: middle;\n", - " }\n", - "\n", - " .dataframe tbody tr th {\n", - " vertical-align: top;\n", - " }\n", - "\n", - " .dataframe thead th {\n", - " text-align: right;\n", - " }\n", - "</style>\n", - "<table border=\"1\" class=\"dataframe\">\n", - " <thead>\n", - " <tr style=\"text-align: right;\">\n", - " <th></th>\n", - " <th>id</th>\n", - " <th>label</th>\n", - " <th>geometry</th>\n", - " </tr>\n", - " </thead>\n", - " <tbody>\n", - " <tr>\n", - " <th>0</th>\n", - " <td>GD1179148</td>\n", - " <td>Mahajanga</td>\n", - " <td>POLYGON ((47.316666666667 -15.716666666667, 47...</td>\n", - " </tr>\n", - " <tr>\n", - " <th>1</th>\n", - " <td>GD3404996</td>\n", - " <td>Madagascar</td>\n", - " <td>POLYGON ((45.13333 -25.782976, 45.111046 -25.7...</td>\n", - " </tr>\n", - " </tbody>\n", - "</table>\n", - "</div>" - ], - "text/plain": [ - " id label geometry\n", - "0 GD1179148 Mahajanga POLYGON ((47.316666666667 -15.716666666667, 47...\n", - "1 GD3404996 Madagascar POLYGON ((45.13333 -25.782976, 45.111046 -25.7..." - ] - }, - "execution_count": 182, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "gpds[7]" - ] - }, - { - "cell_type": "code", - "execution_count": 203, - "metadata": {}, - "outputs": [ - { - "ename": "AttributeError", - "evalue": "'str' object has no attribute 'isin'", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m<ipython-input-203-f19548d900dc>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mgpd\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0moverlay\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mgpds\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m6\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0miloc\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgeometry\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mgpds\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m7\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mhow\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m\"intersection\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mplot\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcmap\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m\"tab10\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", - "\u001b[0;32m/usr/local/lib/python3.6/site-packages/geopandas/tools/overlay.py\u001b[0m in \u001b[0;36moverlay\u001b[0;34m(df1, df2, how, make_valid, use_sindex)\u001b[0m\n\u001b[1;32m 351\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 352\u001b[0m \u001b[0maccepted_types\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0;34m'Polygon'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'MultiPolygon'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 353\u001b[0;31m if (not df1.geom_type.isin(accepted_types).all()\n\u001b[0m\u001b[1;32m 354\u001b[0m or not df2.geom_type.isin(accepted_types).all()):\n\u001b[1;32m 355\u001b[0m raise TypeError(\"overlay only takes GeoDataFrames with (multi)polygon \"\n", - "\u001b[0;31mAttributeError\u001b[0m: 'str' object has no attribute 'isin'" - ] - } - ], - "source": [ - "gpd.overlay(gpds[6],gpds[7],how=\"intersection\").plot(cmap=\"tab10\")" - ] - }, - { - "cell_type": "code", - "execution_count": 198, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "<matplotlib.axes._subplots.AxesSubplot at 0x12f61dda0>" - ] - }, - "execution_count": 198, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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\n", 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\n", - "text/plain": [ - "<matplotlib.figure.Figure at 0x12ed59c88>" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import geopandas\n", - "world = geopandas.read_file(geopandas.datasets.get_path('naturalearth_lowres'))\n", - "capitals = geopandas.read_file(geopandas.datasets.get_path('naturalearth_cities'))\n", - "\n", - "countries = world[world['continent'] == \"South America\"]\n", - "countries = countries[['geometry', 'name']]\n", - "countries = countries.to_crs('+init=epsg:3395')\n", - "capitals = capitals.to_crs('+init=epsg:3395')\n", - "capitals['geometry']= capitals.buffer(500000)\n", - "country_cores = geopandas.overlay(countries, capitals, how='intersection')\n", - "country_cores.plot(alpha=0.5, edgecolor='k', cmap='tab10')" - ] - }, - { - "cell_type": "code", - "execution_count": 264, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "4 (POLYGON ((-7291426.646959423 -7365665.1311332...\n", - "21 POLYGON ((-6996036.86844983 -2499702.13968571,...\n", - "22 POLYGON ((-6414800.510275621 -3509882.50677085...\n", - "29 (POLYGON ((-7640303.069634887 -6882033.4432278...\n", - "35 POLYGON ((-8390508.829713443 -16810.8208837350...\n", - "46 POLYGON ((-8939240.154763181 -376714.292983901...\n", - "54 POLYGON ((-6812752.836548343 -6739425.09829700...\n", - "67 POLYGON ((-6652261.843316061 928528.8875713436...\n", - "124 POLYGON ((-7746770.536330427 -1975548.76822049...\n", - "131 POLYGON ((-6978068.640688696 -2525278.62396158...\n", - "148 POLYGON ((-6361623.530149509 661692.4013091855...\n", - "167 POLYGON ((-6414800.510275621 -3509882.50677085...\n", - "170 POLYGON ((-7940595.566607278 1311543.577716261...\n", - "Name: geometry, dtype: object" - ] - }, - "execution_count": 264, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "countries.geometry" - ] - }, - { - "cell_type": "code", - "execution_count": 82, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "'{\"type\": 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"outputs": [ - { - "data": { - "text/plain": [ - "'/Users/jacquesfize/nas_cloud/Code/str-python/notebooks'" - ] - }, - "execution_count": 121, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "%pwd" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.6.5" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/notebooks/.ipynb_checkpoints/Clustering in STR-checkpoint.ipynb b/notebooks/.ipynb_checkpoints/Clustering in STR-checkpoint.ipynb deleted file mode 100644 index 91f976a410a92d5fbdb3316e6c5a9447c49fcf59..0000000000000000000000000000000000000000 --- a/notebooks/.ipynb_checkpoints/Clustering in STR-checkpoint.ipynb +++ /dev/null @@ -1,248 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "metadata": { - "ExecuteTime": { - "end_time": "2018-07-25T15:04:00.236961Z", - "start_time": "2018-07-25T15:04:00.230013Z" - } - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "/Users/jacquesfize/nas_cloud/Code/str-python\n" - ] - } - ], - "source": [ - "cd .." - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": { - "ExecuteTime": { - "end_time": "2018-07-25T15:06:47.146988Z", - "start_time": "2018-07-25T15:06:47.142242Z" - } - }, - "outputs": [], - "source": [ - "from strpython.models.str import STR\n", - "import networkx as nx\n", - "import numpy as np\n", - "import geopandas as gpd\n", - "%matplotlib inline\n", - "from shapely.geometry import MultiPoint,Polygon,Point" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": { - "ExecuteTime": { - "end_time": "2018-07-25T15:05:22.452936Z", - "start_time": "2018-07-25T15:05:20.880574Z" - } - }, - "outputs": [ - { - "data": { - "text/plain": [ - "<networkx.classes.multidigraph.MultiDiGraph at 0x1134cdc50>" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "str_=STR.from_networkx_graph(nx.read_gexf(\"data/graph_exp_july_19/normal/1003.gexf\"))\n", - "str_.build()" - ] - }, - { - "cell_type": "code", - "execution_count": 26, - "metadata": { - "ExecuteTime": { - "end_time": "2018-07-25T15:12:09.482006Z", - "start_time": "2018-07-25T15:12:09.445191Z" - } - }, - "outputs": [], - "source": [ - "dd=gpd.GeoSeries(str_.get_coordinates_of_se())\n", - "X=dd.geometry.apply(lambda x: x.x)\n", - "Y=dd.geometry.apply(lambda x: x.y)\n", - "data=gpd.GeoDataFrame({\"geometry\":dd,\"x\":X,\"y\":Y})" - ] - }, - { - "cell_type": "code", - "execution_count": 55, - "metadata": { - "ExecuteTime": { - "end_time": "2018-07-26T11:35:58.694386Z", - "start_time": "2018-07-26T11:35:58.691713Z" - } - }, - "outputs": [], - "source": [ - "from sklearn.cluster import DBSCAN\n", - "from sklearn.cluster import MeanShift, estimate_bandwidth\n", - "import matplotlib.pyplot as plt" - ] - }, - { - "cell_type": "code", - "execution_count": 69, - "metadata": { - "ExecuteTime": { - "end_time": "2018-07-26T11:40:15.929934Z", - "start_time": "2018-07-26T11:40:15.924301Z" - } - }, - "outputs": [], - "source": [ - "db = DBSCAN(eps=1,min_samples=2).fit(data[[\"x\",\"y\"]].values)\n", - "bandwidth = estimate_bandwidth(data[[\"x\",\"y\"]].values, quantile=0.2, n_samples=500)" - ] - }, - { - "cell_type": "code", - "execution_count": 73, - "metadata": { - "ExecuteTime": { - "end_time": "2018-07-26T11:41:12.319016Z", - "start_time": "2018-07-26T11:41:12.313925Z" - } - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[-1 0]\n" - ] - } - ], - "source": [ - "data[\"cluster\"]=db.labels_\n", - "print(data.cluster.unique())\n", - "data[\"color\"]=data[\"cluster\"].apply(lambda x: (255,0,0,0) if -1 else (0,0,255,0))" - ] - }, - { - "cell_type": "code", - "execution_count": 71, - "metadata": { - "ExecuteTime": { - "end_time": "2018-07-26T11:40:18.427860Z", - "start_time": "2018-07-26T11:40:16.880730Z" - } - }, - "outputs": [ - { - "data": { - "text/plain": [ - "<matplotlib.axes._subplots.AxesSubplot at 0x11f649550>" - ] - }, - "execution_count": 71, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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json,glob,re\n", - "from scipy.spatial.distance import jaccard\n", - "import numpy as np\n", - "from math import*\n", - "\n", - "import matplotlib.pyplot as plt\n", - "import seaborn as sns\n", - "#%matplotlib inline\n", - "#from IPython.display import set_matplotlib_formats\n", - "#set_matplotlib_formats('pdf', 'svg')\n", - "#sns.set_palette(sns.color_palette(\"hls\", 8))\n", - "\n", - "\n", - "import plotly.graph_objs as go\n", - "import plotly.offline as py\n", - "from plotly.offline import download_plotlyjs, init_notebook_mode, plot, iplot\n", - "init_notebook_mode(connected=True)\n", - "\n", - "\n", - "def jaccard_similarity(x,y): \n", - " intersection_cardinality = len(set.intersection(*[set(x), set(y)]))\n", - " union_cardinality = len(set.union(*[set(x), set(y)]))\n", - " return intersection_cardinality/float(union_cardinality)\n", - "%cd .." - ] - }, - { - "cell_type": "code", - "execution_count": 28, - "metadata": { - "ExecuteTime": { - "end_time": "2018-03-22T11:58:39.805564Z", - "start_time": "2018-03-22T11:58:38.559018Z" - } - }, - "outputs": [], - "source": [ - "df=pd.read_csv(\"resources/results_graph_exp18fev.tsv\",delimiter=\"\\t\",index_col=0)\n", - "new_df=pd.DataFrame(columns=df.columns)\n", - "\n", - "selected_graph=json.load(open(\"data/graph_exp_fev_18/selected.json\"))\n", - "types=df.type.unique()\n", - "graph_size={}\n", - "graphs_={}\n", - "\n", - "files_glob= glob.glob(\"data/graph_exp_fev_18/normal/*.gexf\")\n", - "for fn in files_glob:\n", - " id_ = int(re.findall(\"\\d+\", fn)[-1])\n", - " graphs_[id_]=nx.read_gexf(fn)\n", - " graph_size[id_]=len(graphs_[id_])\n", - "graph_size[999]=0\n", - "nb_of_g_w_es_com={}\n", - "for g in graphs_:\n", - " if not g in nb_of_g_w_es_com:\n", - " nb_of_g_w_es_com[g]=0\n", - " for g2 in graphs_:\n", - " if not g2 == g:\n", - " if set(graphs_[g].nodes()).intersection(set(graphs_[g2].nodes())):\n", - " nb_of_g_w_es_com[g]+=1 \n", - "\n" - ] - }, - { - "cell_type": "code", - "execution_count": 29, - "metadata": { - "ExecuteTime": { - "end_time": "2018-03-22T11:58:40.305156Z", - "start_time": "2018-03-22T11:58:40.299648Z" - } - }, - "outputs": [], - "source": [ - "df_mesure=pd.read_csv(\"resources/mesures.tsv\",delimiter=\"\\t\")" - ] - }, - { - "cell_type": "code", - "execution_count": 30, - "metadata": { - "ExecuteTime": { - "end_time": "2018-03-22T11:58:44.001448Z", - "start_time": "2018-03-22T11:58:40.770565Z" - } - }, - "outputs": [], - "source": [ - "n=3\n", - "df_copy=pd.DataFrame(columns=df.columns)\n", - "for t in types:\n", - " mesures=df[df.type == t].mesure.unique()\n", - " for m in mesures:\n", - " data=df[(df.mesure == m) & (df.type == t)]\n", - " for g in selected_graph:\n", - " subset=data[data.id_g1 == g].iloc[:n]\n", - " if len(subset)<1:#No graph found\n", - " df_2=pd.DataFrame([[g,999,m,t,3,0,0,0,0]],columns=df.columns)\n", - " for i in range(n):df_copy=df_copy.append(df_2)\n", - " elif len(subset)<n: # not 5 associated graphs\n", - " 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class=\"row_heading level0 row3\" rowspan=1>\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_66147f4c_2dc8_11e8_a974_4c327598678brow3_col0\"\n", - " class=\"data row3 col0\" >\n", - " GREEDY\n", - " \n", - " \n", - " \n", - " <td id=\"T_66147f4c_2dc8_11e8_a974_4c327598678brow3_col1\"\n", - " class=\"data row3 col1\" >\n", - " 241.38\n", - " \n", - " \n", - " \n", - " <td id=\"T_66147f4c_2dc8_11e8_a974_4c327598678brow3_col2\"\n", - " class=\"data row3 col2\" >\n", - " 197.233\n", - " \n", - " \n", - " \n", - " <td id=\"T_66147f4c_2dc8_11e8_a974_4c327598678brow3_col3\"\n", - " class=\"data row3 col3\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_66147f4c_2dc8_11e8_a974_4c327598678brow3_col4\"\n", - " class=\"data row3 col4\" >\n", - " 0.446667\n", - " \n", - " \n", - " \n", - " <td id=\"T_66147f4c_2dc8_11e8_a974_4c327598678brow3_col5\"\n", - " class=\"data row3 col5\" >\n", - " 0.373333\n", - " \n", - " \n", - " \n", - " <td id=\"T_66147f4c_2dc8_11e8_a974_4c327598678brow3_col6\"\n", - " class=\"data row3 col6\" >\n", - " 0.26\n", - " \n", - " \n", - " \n", - " <td id=\"T_66147f4c_2dc8_11e8_a974_4c327598678brow3_col7\"\n", - " class=\"data row3 col7\" >\n", - " 0.22\n", - " \n", - " \n", - " \n", - " <td id=\"T_66147f4c_2dc8_11e8_a974_4c327598678brow3_col8\"\n", - " class=\"data row3 col8\" >\n", - " 4.92\n", - " \n", - " \n", - " \n", - " <td id=\"T_66147f4c_2dc8_11e8_a974_4c327598678brow3_col9\"\n", - " class=\"data row3 col9\" >\n", - " 3.82\n", - " \n", - " \n", - " \n", - " <td id=\"T_66147f4c_2dc8_11e8_a974_4c327598678brow3_col10\"\n", - " class=\"data row3 col10\" >\n", - " 0.36\n", - " \n", - " \n", - " \n", - " <td id=\"T_66147f4c_2dc8_11e8_a974_4c327598678brow3_col11\"\n", - " class=\"data row3 col11\" >\n", - " 0.46\n", - " \n", - " \n", - " \n", - " <td id=\"T_66147f4c_2dc8_11e8_a974_4c327598678brow3_col12\"\n", - " class=\"data row3 col12\" >\n", - " 0.26\n", - " \n", - " \n", - " \n", - " <td 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row4 col7\" >\n", - " 0.206667\n", - " \n", - " \n", - " \n", - " <td id=\"T_66147f4c_2dc8_11e8_a974_4c327598678brow4_col8\"\n", - " class=\"data row4 col8\" >\n", - " 4.92\n", - " \n", - " \n", - " \n", - " <td id=\"T_66147f4c_2dc8_11e8_a974_4c327598678brow4_col9\"\n", - " class=\"data row4 col9\" >\n", - " 1.82\n", - " \n", - " \n", - " \n", - " <td id=\"T_66147f4c_2dc8_11e8_a974_4c327598678brow4_col10\"\n", - " class=\"data row4 col10\" >\n", - " 0.446667\n", - " \n", - " \n", - " \n", - " <td id=\"T_66147f4c_2dc8_11e8_a974_4c327598678brow4_col11\"\n", - " class=\"data row4 col11\" >\n", - " 0.593333\n", - " \n", - " \n", - " \n", - " <td id=\"T_66147f4c_2dc8_11e8_a974_4c327598678brow4_col12\"\n", - " class=\"data row4 col12\" >\n", - " 0.213333\n", - " \n", - " \n", - " \n", - " <td id=\"T_66147f4c_2dc8_11e8_a974_4c327598678brow4_col13\"\n", - " class=\"data row4 col13\" >\n", - " 0.213333\n", - " \n", - " \n", - " \n", - " <td id=\"T_66147f4c_2dc8_11e8_a974_4c327598678brow4_col14\"\n", - " class=\"data row4 col14\" >\n", - " 0.593333\n", - " \n", - " \n", - " \n", - " <td id=\"T_66147f4c_2dc8_11e8_a974_4c327598678brow4_col15\"\n", - " class=\"data row4 col15\" >\n", - " 0.213333\n", - " \n", - " \n", - " \n", - " <td id=\"T_66147f4c_2dc8_11e8_a974_4c327598678brow4_col16\"\n", - " class=\"data row4 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_66147f4c_2dc8_11e8_a974_4c327598678brow4_col17\"\n", - " class=\"data row4 col17\" >\n", - " 70.32\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_66147f4c_2dc8_11e8_a974_4c327598678b\"\n", - " class=\"row_heading level0 row5\" rowspan=1>\n", - " 5\n", - " \n", - " \n", - " \n", - " <td id=\"T_66147f4c_2dc8_11e8_a974_4c327598678brow5_col0\"\n", - " class=\"data row5 col0\" >\n", - " JACCARD\n", - " \n", - " \n", - " \n", - " <td id=\"T_66147f4c_2dc8_11e8_a974_4c327598678brow5_col1\"\n", - " class=\"data row5 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class=\"data row5 col8\" >\n", - " 4.92\n", - " \n", - " \n", - " \n", - " <td id=\"T_66147f4c_2dc8_11e8_a974_4c327598678brow5_col9\"\n", - " class=\"data row5 col9\" >\n", - " 5.19333\n", - " \n", - " \n", - " \n", - " <td id=\"T_66147f4c_2dc8_11e8_a974_4c327598678brow5_col10\"\n", - " class=\"data row5 col10\" >\n", - " 0.46\n", - " \n", - " \n", - " \n", - " <td id=\"T_66147f4c_2dc8_11e8_a974_4c327598678brow5_col11\"\n", - " class=\"data row5 col11\" >\n", - " 0.48\n", - " \n", - " \n", - " \n", - " <td id=\"T_66147f4c_2dc8_11e8_a974_4c327598678brow5_col12\"\n", - " class=\"data row5 col12\" >\n", - " 0.266667\n", - " \n", - " \n", - " \n", - " <td id=\"T_66147f4c_2dc8_11e8_a974_4c327598678brow5_col13\"\n", - " class=\"data row5 col13\" >\n", - " 0.266667\n", - " \n", - " \n", - " \n", - " <td id=\"T_66147f4c_2dc8_11e8_a974_4c327598678brow5_col14\"\n", - " class=\"data row5 col14\" >\n", - " 0.466667\n", - " \n", - " \n", - " \n", - " <td id=\"T_66147f4c_2dc8_11e8_a974_4c327598678brow5_col15\"\n", - " class=\"data row5 col15\" >\n", - " 0.266667\n", - " \n", - " \n", - " \n", - " <td id=\"T_66147f4c_2dc8_11e8_a974_4c327598678brow5_col16\"\n", - " class=\"data row5 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_66147f4c_2dc8_11e8_a974_4c327598678brow5_col17\"\n", - " class=\"data row5 col17\" >\n", - " 70.32\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_66147f4c_2dc8_11e8_a974_4c327598678b\"\n", - " class=\"row_heading level0 row6\" rowspan=1>\n", - " 6\n", - " \n", - " \n", - " \n", - " <td id=\"T_66147f4c_2dc8_11e8_a974_4c327598678brow6_col0\"\n", - " class=\"data row6 col0\" >\n", - " MCS\n", - " \n", - " \n", - " \n", - " <td id=\"T_66147f4c_2dc8_11e8_a974_4c327598678brow6_col1\"\n", - " class=\"data row6 col1\" >\n", - " 241.38\n", - " \n", - " \n", - " \n", - " <td id=\"T_66147f4c_2dc8_11e8_a974_4c327598678brow6_col2\"\n", - " class=\"data row6 col2\" >\n", - " 280.633\n", - " \n", - " \n", - " \n", - " <td id=\"T_66147f4c_2dc8_11e8_a974_4c327598678brow6_col3\"\n", - " class=\"data row6 col3\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_66147f4c_2dc8_11e8_a974_4c327598678brow6_col4\"\n", - " class=\"data row6 col4\" >\n", - " 0.906667\n", - " \n", - " \n", - " \n", - " <td id=\"T_66147f4c_2dc8_11e8_a974_4c327598678brow6_col5\"\n", - " class=\"data row6 col5\" >\n", - " 0.833333\n", - " \n", - " \n", - " \n", - " <td id=\"T_66147f4c_2dc8_11e8_a974_4c327598678brow6_col6\"\n", - " class=\"data row6 col6\" >\n", - " 0.48\n", - " \n", - " \n", - " \n", - " <td id=\"T_66147f4c_2dc8_11e8_a974_4c327598678brow6_col7\"\n", - " class=\"data row6 col7\" >\n", - " 0.42\n", - " \n", - " \n", - " \n", - " <td id=\"T_66147f4c_2dc8_11e8_a974_4c327598678brow6_col8\"\n", - " class=\"data row6 col8\" >\n", - " 4.92\n", - " \n", - " \n", - " \n", - " <td id=\"T_66147f4c_2dc8_11e8_a974_4c327598678brow6_col9\"\n", - " class=\"data row6 col9\" >\n", - " 4.89333\n", - " \n", - " \n", - " \n", - " <td id=\"T_66147f4c_2dc8_11e8_a974_4c327598678brow6_col10\"\n", - " class=\"data row6 col10\" >\n", - " 0.82\n", - " \n", - " \n", - " \n", - " <td id=\"T_66147f4c_2dc8_11e8_a974_4c327598678brow6_col11\"\n", - " class=\"data row6 col11\" >\n", - " 0.92\n", - " \n", - " \n", - " \n", - " <td id=\"T_66147f4c_2dc8_11e8_a974_4c327598678brow6_col12\"\n", - " class=\"data row6 col12\" >\n", - " 0.46\n", - " \n", - " \n", - " \n", - " <td id=\"T_66147f4c_2dc8_11e8_a974_4c327598678brow6_col13\"\n", - " class=\"data row6 col13\" >\n", - " 0.473333\n", - " \n", - " \n", - " \n", - " <td id=\"T_66147f4c_2dc8_11e8_a974_4c327598678brow6_col14\"\n", - " class=\"data row6 col14\" >\n", - " 0.913333\n", - " \n", - " \n", - " \n", - " <td id=\"T_66147f4c_2dc8_11e8_a974_4c327598678brow6_col15\"\n", - " class=\"data row6 col15\" >\n", - " 0.466667\n", - " \n", - " \n", - " \n", - " <td id=\"T_66147f4c_2dc8_11e8_a974_4c327598678brow6_col16\"\n", - " class=\"data row6 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_66147f4c_2dc8_11e8_a974_4c327598678brow6_col17\"\n", - " class=\"data row6 col17\" >\n", - " 70.32\n", - " \n", - " \n", - " </tr>\n", - " \n", - " </tbody>\n", - " </table>\n", - " " - ], - "text/plain": [ - "<pandas.formats.style.Styler at 0x10b982cf8>" - ] - }, - "execution_count": 34, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "score_per_mesure=normal.groupby([\"id_g1\",\"mesure\"], as_index=False).mean()\n", - "score_normal=score_per_mesure.groupby([\"mesure\"],as_index=False).mean()\n", - "def highlight_max(s):\n", - " '''\n", - " highlight the maximum in a Series yellow.\n", - " '''\n", - " is_max = s == s.max()\n", - " return ['background-color: yellow' if v else '' for v in is_max]\n", - "def highlight_min(s):\n", - " '''\n", - " highlight the maximum in a Series yellow.\n", - " '''\n", - " is_max = s == s.min()\n", - " return ['background-color: red;color:white;' if v else '' for v in is_max]\n", - "score_normal.style.apply(highlight_max,subset=colorized_subset).apply(highlight_min,subset=colorized_subset)" - ] - }, - { - "cell_type": "code", - "execution_count": 35, - "metadata": { - "ExecuteTime": { - "end_time": "2018-03-22T11:58:56.899872Z", - "start_time": "2018-03-22T11:58:56.463716Z" - } - }, - "outputs": [], - "source": [ - "score_normal[[\"c1_val\",\"c2_val\",\"c3_val\",\"c4_val\"]].plot.bar(x=score_normal[\"mesure\"].unique())\n", - "plt.show()\n", - "score_normal[[\"c1*c2\",\"c1+c2\",\"c1*c2*c3\",\"c1+c3\"]].plot.bar(x=score_normal[\"mesure\"].unique())\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Generalisation Pays" - ] - }, - { - "cell_type": "code", - "execution_count": 36, - "metadata": { - "ExecuteTime": { - "end_time": "2018-03-22T11:59:05.910189Z", - "start_time": "2018-03-22T11:59:05.832446Z" - } - }, - "outputs": [ - { - "data": { - "text/html": [ - "\n", 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<td id=\"T_6bb99d4c_2dc8_11e8_9f5e_4c327598678brow4_col7\"\n", - " class=\"data row4 col7\" >\n", - " 0.193333\n", - " \n", - " \n", - " \n", - " <td id=\"T_6bb99d4c_2dc8_11e8_9f5e_4c327598678brow4_col8\"\n", - " class=\"data row4 col8\" >\n", - " 4.92\n", - " \n", - " \n", - " \n", - " <td id=\"T_6bb99d4c_2dc8_11e8_9f5e_4c327598678brow4_col9\"\n", - " class=\"data row4 col9\" >\n", - " 5.37333\n", - " \n", - " \n", - " \n", - " <td id=\"T_6bb99d4c_2dc8_11e8_9f5e_4c327598678brow4_col10\"\n", - " class=\"data row4 col10\" >\n", - " 0.44\n", - " \n", - " \n", - " \n", - " <td id=\"T_6bb99d4c_2dc8_11e8_9f5e_4c327598678brow4_col11\"\n", - " class=\"data row4 col11\" >\n", - " 0.48\n", - " \n", - " \n", - " \n", - " <td id=\"T_6bb99d4c_2dc8_11e8_9f5e_4c327598678brow4_col12\"\n", - " class=\"data row4 col12\" >\n", - " 0.213333\n", - " \n", - " \n", - " \n", - " <td id=\"T_6bb99d4c_2dc8_11e8_9f5e_4c327598678brow4_col13\"\n", - " class=\"data row4 col13\" >\n", - " 0.213333\n", - " \n", - " \n", - " \n", - " <td id=\"T_6bb99d4c_2dc8_11e8_9f5e_4c327598678brow4_col14\"\n", - " class=\"data row4 col14\" >\n", - " 0.446667\n", - " \n", - " \n", - " \n", - " <td id=\"T_6bb99d4c_2dc8_11e8_9f5e_4c327598678brow4_col15\"\n", - " class=\"data row4 col15\" >\n", - " 0.22\n", - " \n", - " \n", - " \n", - " <td id=\"T_6bb99d4c_2dc8_11e8_9f5e_4c327598678brow4_col16\"\n", - " class=\"data row4 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_6bb99d4c_2dc8_11e8_9f5e_4c327598678brow4_col17\"\n", - " class=\"data row4 col17\" >\n", - " 70.32\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_6bb99d4c_2dc8_11e8_9f5e_4c327598678b\"\n", - " class=\"row_heading level0 row5\" rowspan=1>\n", - " 5\n", - " \n", - " \n", - " \n", - " <td id=\"T_6bb99d4c_2dc8_11e8_9f5e_4c327598678brow5_col0\"\n", - " class=\"data row5 col0\" >\n", - " MCS\n", - " \n", - " \n", - " \n", - " <td id=\"T_6bb99d4c_2dc8_11e8_9f5e_4c327598678brow5_col1\"\n", - " class=\"data row5 col1\" >\n", - " 241.38\n", - " \n", - " \n", - " \n", - " <td id=\"T_6bb99d4c_2dc8_11e8_9f5e_4c327598678brow5_col2\"\n", - " class=\"data row5 col2\" >\n", - " 256.973\n", - " \n", - " \n", - " \n", - " <td id=\"T_6bb99d4c_2dc8_11e8_9f5e_4c327598678brow5_col3\"\n", - " class=\"data row5 col3\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_6bb99d4c_2dc8_11e8_9f5e_4c327598678brow5_col4\"\n", - " class=\"data row5 col4\" >\n", - " 0.793333\n", - " \n", - " \n", - " \n", - " <td id=\"T_6bb99d4c_2dc8_11e8_9f5e_4c327598678brow5_col5\"\n", - " class=\"data row5 col5\" >\n", - " 0.926667\n", - " \n", - " \n", - " \n", - " <td id=\"T_6bb99d4c_2dc8_11e8_9f5e_4c327598678brow5_col6\"\n", - " class=\"data row5 col6\" >\n", - " 0.506667\n", - " \n", - " \n", - " \n", - " <td id=\"T_6bb99d4c_2dc8_11e8_9f5e_4c327598678brow5_col7\"\n", - " class=\"data row5 col7\" >\n", - " 0.42\n", - " \n", - " \n", - " \n", - " <td id=\"T_6bb99d4c_2dc8_11e8_9f5e_4c327598678brow5_col8\"\n", - " class=\"data row5 col8\" >\n", - " 4.92\n", - " \n", - " \n", - " \n", - " <td id=\"T_6bb99d4c_2dc8_11e8_9f5e_4c327598678brow5_col9\"\n", - " class=\"data row5 col9\" >\n", - " 5.28\n", - " \n", - " \n", - " \n", - " <td id=\"T_6bb99d4c_2dc8_11e8_9f5e_4c327598678brow5_col10\"\n", - " class=\"data row5 col10\" >\n", - " 0.746667\n", - " \n", - " \n", - " \n", - " <td id=\"T_6bb99d4c_2dc8_11e8_9f5e_4c327598678brow5_col11\"\n", - " class=\"data row5 col11\" >\n", - " 0.973333\n", - " \n", - " \n", - " \n", - " <td id=\"T_6bb99d4c_2dc8_11e8_9f5e_4c327598678brow5_col12\"\n", - " class=\"data row5 col12\" >\n", - " 0.453333\n", - " \n", - " \n", - " \n", - " <td id=\"T_6bb99d4c_2dc8_11e8_9f5e_4c327598678brow5_col13\"\n", - " class=\"data row5 col13\" >\n", - " 0.473333\n", - " \n", - " \n", - " \n", - " <td id=\"T_6bb99d4c_2dc8_11e8_9f5e_4c327598678brow5_col14\"\n", - " class=\"data row5 col14\" >\n", - " 0.826667\n", - " \n", - " \n", - " \n", - " <td id=\"T_6bb99d4c_2dc8_11e8_9f5e_4c327598678brow5_col15\"\n", - " class=\"data row5 col15\" >\n", - " 0.486667\n", - " \n", - " \n", - " \n", - " <td id=\"T_6bb99d4c_2dc8_11e8_9f5e_4c327598678brow5_col16\"\n", - " class=\"data row5 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_6bb99d4c_2dc8_11e8_9f5e_4c327598678brow5_col17\"\n", - " class=\"data row5 col17\" >\n", - " 70.32\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_6bb99d4c_2dc8_11e8_9f5e_4c327598678b\"\n", - " class=\"row_heading level0 row6\" rowspan=1>\n", - " 6\n", - " \n", - " \n", - " \n", - " <td id=\"T_6bb99d4c_2dc8_11e8_9f5e_4c327598678brow6_col0\"\n", - " class=\"data row6 col0\" >\n", - " VEO\n", - " \n", - " \n", - " \n", - " <td id=\"T_6bb99d4c_2dc8_11e8_9f5e_4c327598678brow6_col1\"\n", - " class=\"data row6 col1\" >\n", - " 241.38\n", - " \n", - " \n", - " \n", - " <td id=\"T_6bb99d4c_2dc8_11e8_9f5e_4c327598678brow6_col2\"\n", - " class=\"data row6 col2\" >\n", - " 258.473\n", - " \n", - " \n", - " \n", - " <td id=\"T_6bb99d4c_2dc8_11e8_9f5e_4c327598678brow6_col3\"\n", - " class=\"data row6 col3\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_6bb99d4c_2dc8_11e8_9f5e_4c327598678brow6_col4\"\n", - " class=\"data row6 col4\" >\n", - " 0.82\n", - " \n", - " \n", - " \n", - " <td id=\"T_6bb99d4c_2dc8_11e8_9f5e_4c327598678brow6_col5\"\n", - " class=\"data row6 col5\" >\n", - " 0.926667\n", - " \n", - " \n", - " \n", - " <td id=\"T_6bb99d4c_2dc8_11e8_9f5e_4c327598678brow6_col6\"\n", - " class=\"data row6 col6\" >\n", - " 0.533333\n", - " \n", - " \n", - " \n", - " <td id=\"T_6bb99d4c_2dc8_11e8_9f5e_4c327598678brow6_col7\"\n", - " class=\"data row6 col7\" >\n", - " 0.44\n", - " \n", - " \n", - " \n", - " <td id=\"T_6bb99d4c_2dc8_11e8_9f5e_4c327598678brow6_col8\"\n", - " class=\"data row6 col8\" >\n", - " 4.92\n", - " \n", - " \n", - " \n", - " <td id=\"T_6bb99d4c_2dc8_11e8_9f5e_4c327598678brow6_col9\"\n", - 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id=\"T_6bb99d4c_2dc8_11e8_9f5e_4c327598678brow6_col16\"\n", - " class=\"data row6 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_6bb99d4c_2dc8_11e8_9f5e_4c327598678brow6_col17\"\n", - " class=\"data row6 col17\" >\n", - " 70.32\n", - " \n", - " \n", - " </tr>\n", - " \n", - " </tbody>\n", - " </table>\n", - " " - ], - "text/plain": [ - "<pandas.formats.style.Styler at 0x10dd8ceb8>" - ] - }, - "execution_count": 36, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "score_per_mesure=gen_country.groupby([\"id_g1\",\"mesure\"], as_index=False).mean()\n", - "score_gen_country=score_per_mesure.groupby([\"mesure\"],as_index=False).mean()\n", - "score_gen_country.style.apply(highlight_max,subset=colorized_subset).apply(highlight_min,subset=colorized_subset)" - ] - }, - { - "cell_type": "code", - "execution_count": 37, - "metadata": { - "ExecuteTime": { - "end_time": "2018-03-22T11:59:10.969020Z", - "start_time": "2018-03-22T11:59:10.461280Z" - } - }, - "outputs": [], - "source": [ - "score_gen_country[[\"c1_val\",\"c2_val\",\"c3_val\",\"c4_val\"]].plot.bar(x=score_gen_country[\"mesure\"].unique())\n", - "plt.show()\n", - "score_gen_country[[\"c1*c2\",\"c1+c2\",\"c1*c2*c3\",\"c1+c3\"]].plot.bar(x=score_gen_country[\"mesure\"].unique())\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Generalisation region" - ] - }, - { - "cell_type": "code", - "execution_count": 38, - "metadata": { - "ExecuteTime": { - "end_time": "2018-03-22T11:59:15.025151Z", - "start_time": "2018-03-22T11:59:14.954115Z" - } - }, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - " <style type=\"text/css\" >\n", - " \n", - " \n", - " #T_71281a76_2dc8_11e8_9740_4c327598678brow0_col11 {\n", - " \n", - " background-color: yellow;\n", - " \n", - " : ;\n", - " \n", - " }\n", - " \n", - " #T_71281a76_2dc8_11e8_9740_4c327598678brow1_col4 {\n", - " \n", - " background-color: yellow;\n", - " \n", - " : ;\n", - " 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"score_gen_region.style.apply(highlight_max,subset=colorized_subset).apply(highlight_min,subset=colorized_subset)" - ] - }, - { - "cell_type": "code", - "execution_count": 39, - "metadata": { - "ExecuteTime": { - "end_time": "2018-03-22T11:59:19.770228Z", - "start_time": "2018-03-22T11:59:19.440447Z" - }, - "format": "row" - }, - "outputs": [], - "source": [ - "score_gen_region[[\"c1_val\",\"c2_val\",\"c3_val\",\"c4_val\"]].plot.bar(x=score_gen_region[\"mesure\"].unique())\n", - "plt.show()\n", - "score_gen_region[[\"c1*c2\",\"c1+c2\",\"c1*c2*c3\",\"c1+c3\"]].plot.bar(x=score_gen_region[\"mesure\"].unique())\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Extension 1" - ] - }, - { - "cell_type": "code", - "execution_count": 40, - "metadata": { - "ExecuteTime": { - "end_time": "2018-03-22T11:59:24.645950Z", - "start_time": "2018-03-22T11:59:24.580171Z" - } - }, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - " <style 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"score_per_mesure=extension_1.groupby([\"id_g1\",\"mesure\"], as_index=False).mean()\n", - "score_ext_1=score_per_mesure.groupby([\"mesure\"],as_index=False).mean()\n", - "score_ext_1.style.apply(highlight_max,subset=colorized_subset).apply(highlight_min,subset=colorized_subset)" - ] - }, - { - "cell_type": "code", - "execution_count": 41, - "metadata": { - "ExecuteTime": { - "end_time": "2018-03-22T11:59:29.624155Z", - "start_time": "2018-03-22T11:59:29.189251Z" - } - }, - "outputs": [], - "source": [ - "score_ext_1[[\"c1_val\",\"c2_val\",\"c3_val\",\"c4_val\"]].plot.bar(x=score_ext_1[\"mesure\"].unique())\n", - "plt.show()\n", - "score_ext_1[[\"c1*c2\",\"c1+c2\",\"c1*c2*c3\",\"c1+c3\"]].plot.bar(x=score_ext_1[\"mesure\"].unique())\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Impact of the graph size over criteria" - ] - }, - { - "cell_type": "code", - "execution_count": 42, - "metadata": { - "ExecuteTime": { - "end_time": "2018-03-22T11:59:34.098799Z", - "start_time": "2018-03-22T11:59:34.094114Z" - } - }, - "outputs": [], - "source": [ - "df=df[df[\"id_g2\"] != 999]\n" - ] - }, - { - "cell_type": "code", - "execution_count": 43, - "metadata": { - "ExecuteTime": { - "end_time": "2018-03-22T11:59:40.773952Z", - "start_time": "2018-03-22T11:59:40.770620Z" - } - }, - "outputs": [], - "source": [ - "x_label=\"g1_size\"" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Score Gradient over size" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Selon la taille sans prendre en compte mesure\n", - "#### Normal" - ] - }, - { - "cell_type": "code", - "execution_count": 44, - "metadata": { - "ExecuteTime": { - "end_time": "2018-03-22T11:59:45.289041Z", - "start_time": "2018-03-22T11:59:45.198099Z" - } - }, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - " <style type=\"text/css\" >\n", - " \n", - " \n", - " 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"source": [ - "score_gen_region_size=gen_region.groupby([x_label],as_index=False).mean()\n", - "score_gen_region_size.style.background_gradient(subset=colorized_subset,low=0,high=0)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Par taille et par mesure" - ] - }, - { - "cell_type": "code", - "execution_count": 48, - "metadata": { - "ExecuteTime": { - "end_time": "2018-03-22T12:00:04.791513Z", - "start_time": "2018-03-22T12:00:04.314015Z" - } - }, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - " <style type=\"text/css\" >\n", - " \n", - " \n", - " #T_8ea8451c_2dc8_11e8_91a6_4c327598678brow0_col5 {\n", - " \n", - " background-color: #9cb9d9;\n", - " \n", - " }\n", - " \n", - " #T_8ea8451c_2dc8_11e8_91a6_4c327598678brow0_col6 {\n", - " \n", - " background-color: #88b1d4;\n", - " \n", - " }\n", - " \n", - " #T_8ea8451c_2dc8_11e8_91a6_4c327598678brow0_col7 {\n", - " \n", - " background-color: #96b6d7;\n", - " \n", - " }\n", - " \n", - " 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id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow0_col5\"\n", - " class=\"data row0 col5\" >\n", - " 0.8\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow0_col6\"\n", - " class=\"data row0 col6\" >\n", - " 0.9\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow0_col7\"\n", - " class=\"data row0 col7\" >\n", - " 0.833333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow0_col8\"\n", - " class=\"data row0 col8\" >\n", - " 0.766667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow0_col9\"\n", - " class=\"data row0 col9\" >\n", - " 3.16667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow0_col10\"\n", - " class=\"data row0 col10\" >\n", - " 0.8\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow0_col11\"\n", - " class=\"data row0 col11\" >\n", - " 0.9\n", - " \n", - " \n", - " \n", - " 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902.348\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow4_col4\"\n", - " class=\"data row4 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow4_col5\"\n", - " class=\"data row4 col5\" >\n", - " 0.130435\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow4_col6\"\n", - " class=\"data row4 col6\" >\n", - " 0.130435\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow4_col7\"\n", - " class=\"data row4 col7\" >\n", - " 0.130435\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow4_col8\"\n", - " class=\"data row4 col8\" >\n", - " 0.130435\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow4_col9\"\n", - " class=\"data row4 col9\" >\n", - " 0.173913\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow4_col10\"\n", - " class=\"data row4 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- " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow21_col9\"\n", - " class=\"data row21 col9\" >\n", - " 3.22222\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow21_col10\"\n", - " class=\"data row21 col10\" >\n", - " 0.555556\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow21_col11\"\n", - " class=\"data row21 col11\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow21_col12\"\n", - " class=\"data row21 col12\" >\n", - " 0.555556\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow21_col13\"\n", - " class=\"data row21 col13\" >\n", - " 0.555556\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow21_col14\"\n", - " class=\"data row21 col14\" >\n", - " 0.888889\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow21_col15\"\n", - " class=\"data row21 col15\" >\n", - " 0.555556\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow21_col16\"\n", - " class=\"data row21 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow21_col17\"\n", - " class=\"data row21 col17\" >\n", - " 79.3333\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678b\"\n", - " class=\"row_heading level0 row22\" rowspan=1>\n", - " 22\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow22_col0\"\n", - " class=\"data row22 col0\" >\n", - " 4\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow22_col1\"\n", - " class=\"data row22 col1\" >\n", - " BOWSE\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow22_col2\"\n", - " class=\"data row22 col2\" >\n", - " 206.667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow22_col3\"\n", - " class=\"data row22 col3\" >\n", - " 328.556\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow22_col4\"\n", - " class=\"data row22 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow22_col5\"\n", - " class=\"data row22 col5\" >\n", - " 0.888889\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow22_col6\"\n", - " class=\"data row22 col6\" >\n", - " 0.888889\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow22_col7\"\n", - " class=\"data row22 col7\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow22_col8\"\n", - " class=\"data row22 col8\" >\n", - " 0.222222\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow22_col9\"\n", - " class=\"data row22 col9\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow22_col10\"\n", - " class=\"data row22 col10\" >\n", - " 0.777778\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow22_col11\"\n", - " class=\"data row22 col11\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow22_col12\"\n", - " class=\"data row22 col12\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow22_col13\"\n", - " class=\"data row22 col13\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow22_col14\"\n", - " class=\"data row22 col14\" >\n", - " 0.888889\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow22_col15\"\n", - " class=\"data row22 col15\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow22_col16\"\n", - " class=\"data row22 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow22_col17\"\n", - " class=\"data row22 col17\" >\n", - " 79.3333\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678b\"\n", - " class=\"row_heading level0 row23\" rowspan=1>\n", - " 23\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow23_col0\"\n", - " class=\"data row23 col0\" >\n", - " 4\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow23_col1\"\n", - " class=\"data row23 col1\" >\n", - " GED\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow23_col2\"\n", - " class=\"data row23 col2\" >\n", - " 177.625\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow23_col3\"\n", - " class=\"data row23 col3\" >\n", - " 464.375\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow23_col4\"\n", - " class=\"data row23 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow23_col5\"\n", - " class=\"data row23 col5\" >\n", - " 0.75\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow23_col6\"\n", - " class=\"data row23 col6\" >\n", - " 0.625\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow23_col7\"\n", - " class=\"data row23 col7\" >\n", - " 0.125\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow23_col8\"\n", - " class=\"data row23 col8\" >\n", - " 0.125\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow23_col9\"\n", - " class=\"data row23 col9\" >\n", - " 2\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow23_col10\"\n", - " class=\"data row23 col10\" >\n", - " 0.625\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow23_col11\"\n", - " class=\"data row23 col11\" >\n", - " 0.75\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow23_col12\"\n", - " class=\"data row23 col12\" >\n", - " 0.125\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow23_col13\"\n", - " class=\"data row23 col13\" >\n", - " 0.125\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow23_col14\"\n", - " class=\"data row23 col14\" >\n", - " 0.75\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow23_col15\"\n", - " class=\"data row23 col15\" >\n", - " 0.125\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow23_col16\"\n", - " class=\"data row23 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow23_col17\"\n", - " class=\"data row23 col17\" >\n", - " 86.625\n", - " 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0.142857\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow24_col12\"\n", - " class=\"data row24 col12\" >\n", - " 0.142857\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow24_col13\"\n", - " class=\"data row24 col13\" >\n", - " 0.142857\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow24_col14\"\n", - " class=\"data row24 col14\" >\n", - " 0.142857\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow24_col15\"\n", - " class=\"data row24 col15\" >\n", - " 0.142857\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow24_col16\"\n", - " class=\"data row24 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow24_col17\"\n", - " class=\"data row24 col17\" >\n", - " 96\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th 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- " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow25_col13\"\n", - " class=\"data row25 col13\" >\n", - " 0.25\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow25_col14\"\n", - " class=\"data row25 col14\" >\n", - " 0.75\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow25_col15\"\n", - " class=\"data row25 col15\" >\n", - " 0.25\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow25_col16\"\n", - " class=\"data row25 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow25_col17\"\n", - " class=\"data row25 col17\" >\n", - " 86.625\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678b\"\n", - " class=\"row_heading level0 row26\" rowspan=1>\n", - " 26\n", - " \n", - " \n", - " \n", - " <td 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>\n", - " 0.222222\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow26_col14\"\n", - " class=\"data row26 col14\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow26_col15\"\n", - " class=\"data row26 col15\" >\n", - " 0.222222\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow26_col16\"\n", - " class=\"data row26 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow26_col17\"\n", - " class=\"data row26 col17\" >\n", - " 79.3333\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678b\"\n", - " class=\"row_heading level0 row27\" rowspan=1>\n", - " 27\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow27_col0\"\n", - " class=\"data row27 col0\" >\n", - " 4\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow27_col1\"\n", - " class=\"data row27 col1\" >\n", - " MCS\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow27_col2\"\n", - " class=\"data row27 col2\" >\n", - " 206.667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow27_col3\"\n", - " class=\"data row27 col3\" >\n", - " 287.333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow27_col4\"\n", - " class=\"data row27 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow27_col5\"\n", - " class=\"data row27 col5\" >\n", - " 0.888889\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow27_col6\"\n", - " class=\"data row27 col6\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow27_col7\"\n", - " class=\"data row27 col7\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow27_col8\"\n", - " class=\"data row27 col8\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow27_col9\"\n", - " class=\"data row27 col9\" >\n", - " 3.88889\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow27_col10\"\n", - " class=\"data row27 col10\" >\n", - " 0.888889\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow27_col11\"\n", - " class=\"data row27 col11\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow27_col12\"\n", - " class=\"data row27 col12\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow27_col13\"\n", - " class=\"data row27 col13\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow27_col14\"\n", - " class=\"data row27 col14\" >\n", 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0.111111\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow28_col16\"\n", - " class=\"data row28 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow28_col17\"\n", - " class=\"data row28 col17\" >\n", - " 99.3333\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678b\"\n", - " class=\"row_heading level0 row29\" rowspan=1>\n", - " 29\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow29_col0\"\n", - " class=\"data row29 col0\" >\n", - " 5\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow29_col1\"\n", - " class=\"data row29 col1\" >\n", - " BOWSE\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow29_col2\"\n", - " class=\"data row29 col2\" >\n", - " 241.667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow29_col3\"\n", - " class=\"data row29 col3\" >\n", - " 253.778\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow29_col4\"\n", - " class=\"data row29 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow29_col5\"\n", - " class=\"data row29 col5\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow29_col6\"\n", - " class=\"data row29 col6\" >\n", - " 0.777778\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow29_col7\"\n", - " class=\"data row29 col7\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow29_col8\"\n", - " class=\"data row29 col8\" >\n", - " 0.444444\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow29_col9\"\n", - " class=\"data row29 col9\" >\n", - " 4.11111\n", - " \n", - " 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>\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow29_col17\"\n", - " class=\"data row29 col17\" >\n", - " 99.3333\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678b\"\n", - " class=\"row_heading level0 row30\" rowspan=1>\n", - " 30\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow30_col0\"\n", - " class=\"data row30 col0\" >\n", - " 5\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow30_col1\"\n", - " class=\"data row30 col1\" >\n", - " GED\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow30_col2\"\n", - " class=\"data row30 col2\" >\n", - " 241.667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow30_col3\"\n", - " class=\"data row30 col3\" >\n", - " 260.778\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow30_col4\"\n", - " class=\"data row30 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow30_col5\"\n", - " class=\"data row30 col5\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow30_col6\"\n", - " class=\"data row30 col6\" >\n", - " 0.777778\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow30_col7\"\n", - " class=\"data row30 col7\" >\n", - " 0.111111\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow30_col8\"\n", - " class=\"data row30 col8\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow30_col9\"\n", - " class=\"data row30 col9\" >\n", - " 2.66667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow30_col10\"\n", - " class=\"data row30 col10\" >\n", - " 0.777778\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow30_col11\"\n", - " class=\"data row30 col11\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow30_col12\"\n", - " class=\"data row30 col12\" >\n", - " 0.111111\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow30_col13\"\n", - " class=\"data row30 col13\" >\n", - " 0.111111\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow30_col14\"\n", - " class=\"data row30 col14\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow30_col15\"\n", - " class=\"data row30 col15\" >\n", - " 0.111111\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow30_col16\"\n", - " class=\"data row30 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow30_col17\"\n", - " class=\"data row30 col17\" >\n", - 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id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow31_col5\"\n", - " class=\"data row31 col5\" >\n", - " 0.555556\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow31_col6\"\n", - " class=\"data row31 col6\" >\n", - " 0.444444\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow31_col7\"\n", - " class=\"data row31 col7\" >\n", - " 0.111111\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow31_col8\"\n", - " class=\"data row31 col8\" >\n", - " 0.222222\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow31_col9\"\n", - " class=\"data row31 col9\" >\n", - " 3.77778\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow31_col10\"\n", - " class=\"data row31 col10\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow31_col11\"\n", - " class=\"data row31 col11\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow31_col12\"\n", - " class=\"data row31 col12\" >\n", - " 0.111111\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow31_col13\"\n", - " class=\"data row31 col13\" >\n", - " 0.111111\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow31_col14\"\n", - " class=\"data row31 col14\" >\n", - " 0.555556\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow31_col15\"\n", - " class=\"data row31 col15\" >\n", - " 0.111111\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow31_col16\"\n", - " class=\"data row31 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow31_col17\"\n", - " class=\"data row31 col17\" >\n", - " 99.3333\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678b\"\n", - " class=\"row_heading level0 row32\" rowspan=1>\n", - " 32\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow32_col0\"\n", - " class=\"data row32 col0\" >\n", - " 5\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow32_col1\"\n", - " class=\"data row32 col1\" >\n", - " HED\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow32_col2\"\n", - " class=\"data row32 col2\" >\n", - " 236.25\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow32_col3\"\n", - " class=\"data row32 col3\" >\n", - " 443\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow32_col4\"\n", - " class=\"data row32 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow32_col5\"\n", - " class=\"data row32 col5\" >\n", - " 0.75\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow32_col6\"\n", - " class=\"data row32 col6\" >\n", - " 0.75\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow32_col7\"\n", - " class=\"data row32 col7\" >\n", - " 0.125\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow32_col8\"\n", - " class=\"data row32 col8\" >\n", - " 0.375\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow32_col9\"\n", - " class=\"data row32 col9\" >\n", - " 2\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow32_col10\"\n", - " class=\"data row32 col10\" >\n", - " 0.75\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow32_col11\"\n", - " class=\"data row32 col11\" >\n", - " 0.75\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow32_col12\"\n", - " class=\"data row32 col12\" >\n", - " 0.125\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow32_col13\"\n", - " class=\"data row32 col13\" >\n", - " 0.125\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow32_col14\"\n", - " class=\"data row32 col14\" >\n", - " 0.75\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow32_col15\"\n", - " class=\"data row32 col15\" >\n", - " 0.125\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow32_col16\"\n", - " class=\"data row32 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow32_col17\"\n", - " class=\"data row32 col17\" >\n", - " 105.375\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678b\"\n", - " class=\"row_heading level0 row33\" rowspan=1>\n", - " 33\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow33_col0\"\n", - " class=\"data row33 col0\" >\n", - " 5\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow33_col1\"\n", - " class=\"data row33 col1\" >\n", - " JACCARD\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow33_col2\"\n", - " class=\"data row33 col2\" >\n", - " 241.667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow33_col3\"\n", - " class=\"data row33 col3\" >\n", - " 219.333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow33_col4\"\n", - " class=\"data row33 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow33_col5\"\n", - " class=\"data row33 col5\" >\n", - " 0.444444\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow33_col6\"\n", - " class=\"data row33 col6\" >\n", - " 0.444444\n", - " \n", - " 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>\n", - " 0.571429\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow40_col14\"\n", - " class=\"data row40 col14\" >\n", - " 0.904762\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow40_col15\"\n", - " class=\"data row40 col15\" >\n", - " 0.571429\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow40_col16\"\n", - " class=\"data row40 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow40_col17\"\n", - " class=\"data row40 col17\" >\n", - " 107.571\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678b\"\n", - " class=\"row_heading level0 row41\" rowspan=1>\n", - " 41\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow41_col0\"\n", - " class=\"data row41 col0\" >\n", - " 6\n", - " \n", - " \n", - " \n", - " <td 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id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow61_col3\"\n", - " class=\"data row61 col3\" >\n", - " 219.917\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow61_col4\"\n", - " class=\"data row61 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow61_col5\"\n", - " class=\"data row61 col5\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow61_col6\"\n", - " class=\"data row61 col6\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow61_col7\"\n", - " class=\"data row61 col7\" >\n", - " 0.416667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow61_col8\"\n", - " class=\"data row61 col8\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow61_col9\"\n", - " class=\"data row61 col9\" >\n", - " 8.5\n", - " \n", - " 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>\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow72_col8\"\n", - " class=\"data row72 col8\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow72_col9\"\n", - " class=\"data row72 col9\" >\n", - " 7\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow72_col10\"\n", - " class=\"data row72 col10\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow72_col11\"\n", - " class=\"data row72 col11\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow72_col12\"\n", - " class=\"data row72 col12\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow72_col13\"\n", - " class=\"data row72 col13\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow72_col14\"\n", - " 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id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow73_col2\"\n", - " class=\"data row73 col2\" >\n", - " 125\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow73_col3\"\n", - " class=\"data row73 col3\" >\n", - " 65.6667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow73_col4\"\n", - " class=\"data row73 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow73_col5\"\n", - " class=\"data row73 col5\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow73_col6\"\n", - " class=\"data row73 col6\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow73_col7\"\n", - " class=\"data row73 col7\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow73_col8\"\n", - " class=\"data row73 col8\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow73_col9\"\n", - " class=\"data row73 col9\" >\n", - " 9\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow73_col10\"\n", - " class=\"data row73 col10\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow73_col11\"\n", - " class=\"data row73 col11\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow73_col12\"\n", - " class=\"data row73 col12\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow73_col13\"\n", - " class=\"data row73 col13\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow73_col14\"\n", - " class=\"data row73 col14\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow73_col15\"\n", - " class=\"data row73 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id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow74_col3\"\n", - " class=\"data row74 col3\" >\n", - " 310\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow74_col4\"\n", - " class=\"data row74 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow74_col5\"\n", - " class=\"data row74 col5\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow74_col6\"\n", - " class=\"data row74 col6\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow74_col7\"\n", - " class=\"data row74 col7\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow74_col8\"\n", - " class=\"data row74 col8\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow74_col9\"\n", - " class=\"data row74 col9\" >\n", - " 4.66667\n", - " \n", - " \n", - " \n", 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id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678b\"\n", - " class=\"row_heading level0 row82\" rowspan=1>\n", - " 82\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow82_col0\"\n", - " class=\"data row82 col0\" >\n", - " 15\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow82_col1\"\n", - " class=\"data row82 col1\" >\n", - " JACCARD\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow82_col2\"\n", - " class=\"data row82 col2\" >\n", - " 213\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow82_col3\"\n", - " class=\"data row82 col3\" >\n", - " 323.333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow82_col4\"\n", - " class=\"data row82 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow82_col5\"\n", - " class=\"data row82 col5\" >\n", - " 1\n", - " \n", - " \n", - " 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- " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow82_col13\"\n", - " class=\"data row82 col13\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow82_col14\"\n", - " class=\"data row82 col14\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow82_col15\"\n", - " class=\"data row82 col15\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow82_col16\"\n", - " class=\"data row82 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow82_col17\"\n", - " class=\"data row82 col17\" >\n", - " 31\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678b\"\n", - " class=\"row_heading level0 row83\" rowspan=1>\n", - " 83\n", - " \n", - " \n", - " \n", - " <td 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>\n", - " 347.333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow86_col4\"\n", - " class=\"data row86 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow86_col5\"\n", - " class=\"data row86 col5\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow86_col6\"\n", - " class=\"data row86 col6\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow86_col7\"\n", - " class=\"data row86 col7\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow86_col8\"\n", - " class=\"data row86 col8\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow86_col9\"\n", - " class=\"data row86 col9\" >\n", - " 8\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow86_col10\"\n", - " class=\"data row86 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id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow87_col5\"\n", - " class=\"data row87 col5\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow87_col6\"\n", - " class=\"data row87 col6\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow87_col7\"\n", - " class=\"data row87 col7\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow87_col8\"\n", - " class=\"data row87 col8\" >\n", - " 0\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow87_col9\"\n", - " class=\"data row87 col9\" >\n", - " 13.3333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow87_col10\"\n", - " class=\"data row87 col10\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow87_col11\"\n", - " class=\"data row87 col11\" >\n", - " 0.333333\n", - " 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id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678b\"\n", - " class=\"row_heading level0 row88\" rowspan=1>\n", - " 88\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow88_col0\"\n", - " class=\"data row88 col0\" >\n", - " 19\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow88_col1\"\n", - " class=\"data row88 col1\" >\n", - " HED\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow88_col2\"\n", - " class=\"data row88 col2\" >\n", - " 156\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow88_col3\"\n", - " class=\"data row88 col3\" >\n", - " 343\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow88_col4\"\n", - " class=\"data row88 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow88_col5\"\n", - " class=\"data row88 col5\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow88_col6\"\n", - " class=\"data row88 col6\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow88_col7\"\n", - " class=\"data row88 col7\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow88_col8\"\n", - " class=\"data row88 col8\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow88_col9\"\n", - " class=\"data row88 col9\" >\n", - " 6.66667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow88_col10\"\n", - " class=\"data row88 col10\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow88_col11\"\n", - " class=\"data row88 col11\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow88_col12\"\n", - " class=\"data row88 col12\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow88_col13\"\n", - " class=\"data row88 col13\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow88_col14\"\n", - " class=\"data row88 col14\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow88_col15\"\n", - " class=\"data row88 col15\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow88_col16\"\n", - " class=\"data row88 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678brow88_col17\"\n", - " class=\"data row88 col17\" >\n", - " 248\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8ea8451c_2dc8_11e8_91a6_4c327598678b\"\n", - " class=\"row_heading level0 row89\" rowspan=1>\n", - " 89\n", - " \n", - " \n", - " \n", - " <td 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id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow10_col6\"\n", - " class=\"data row10 col6\" >\n", - " 0.65625\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow10_col7\"\n", - " class=\"data row10 col7\" >\n", - " 0.4375\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow10_col8\"\n", - " class=\"data row10 col8\" >\n", - " 0.34375\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow10_col9\"\n", - " class=\"data row10 col9\" >\n", - " 2.6875\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow10_col10\"\n", - " class=\"data row10 col10\" >\n", - " 0.5\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow10_col11\"\n", - " class=\"data row10 col11\" >\n", - " 0.71875\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow10_col12\"\n", - " class=\"data row10 col12\" >\n", - " 0.28125\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow10_col13\"\n", - " class=\"data row10 col13\" >\n", - " 0.34375\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow10_col14\"\n", - " class=\"data row10 col14\" >\n", - " 0.65625\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow10_col15\"\n", - " class=\"data row10 col15\" >\n", - " 0.375\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow10_col16\"\n", - " class=\"data row10 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow10_col17\"\n", - " class=\"data row10 col17\" >\n", - " 25.5625\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678b\"\n", - " class=\"row_heading level0 row11\" rowspan=1>\n", - " 11\n", - " \n", - " \n", - " \n", - " <td 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\n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow11_col7\"\n", - " class=\"data row11 col7\" >\n", - " 0.151515\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow11_col8\"\n", - " class=\"data row11 col8\" >\n", - " 0.181818\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow11_col9\"\n", - " class=\"data row11 col9\" >\n", - " 2.69697\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow11_col10\"\n", - " class=\"data row11 col10\" >\n", - " 0.151515\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow11_col11\"\n", - " class=\"data row11 col11\" >\n", - " 0.212121\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow11_col12\"\n", - " class=\"data row11 col12\" >\n", - " 0.151515\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow11_col13\"\n", - " class=\"data row11 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\n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow12_col8\"\n", - " class=\"data row12 col8\" >\n", - " 0.363636\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow12_col9\"\n", - " class=\"data row12 col9\" >\n", - " 2.9697\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow12_col10\"\n", - " class=\"data row12 col10\" >\n", - " 0.575758\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow12_col11\"\n", - " class=\"data row12 col11\" >\n", - " 0.878788\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow12_col12\"\n", - " class=\"data row12 col12\" >\n", - " 0.393939\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow12_col13\"\n", - " class=\"data row12 col13\" >\n", - " 0.484848\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow12_col14\"\n", - " class=\"data row12 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id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow13_col2\"\n", - " class=\"data row13 col2\" >\n", - " 316.545\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow13_col3\"\n", - " class=\"data row13 col3\" >\n", - " 321.788\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow13_col4\"\n", - " class=\"data row13 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow13_col5\"\n", - " class=\"data row13 col5\" >\n", - " 0.69697\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow13_col6\"\n", - " class=\"data row13 col6\" >\n", - " 0.787879\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow13_col7\"\n", - " class=\"data row13 col7\" >\n", - " 0.515152\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow13_col8\"\n", - " class=\"data row13 col8\" >\n", - " 0.393939\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow13_col9\"\n", - " class=\"data row13 col9\" >\n", - " 3.33333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow13_col10\"\n", - " class=\"data row13 col10\" >\n", - " 0.606061\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow13_col11\"\n", - " class=\"data row13 col11\" >\n", - " 0.878788\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow13_col12\"\n", - " class=\"data row13 col12\" >\n", - " 0.363636\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow13_col13\"\n", - " class=\"data row13 col13\" >\n", - " 0.454545\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow13_col14\"\n", - " class=\"data row13 col14\" >\n", - " 0.757576\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow13_col15\"\n", - " class=\"data 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\n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow14_col10\"\n", - " class=\"data row14 col10\" >\n", - " 0.777778\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow14_col11\"\n", - " class=\"data row14 col11\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow14_col12\"\n", - " class=\"data row14 col12\" >\n", - " 0.555556\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow14_col13\"\n", - " class=\"data row14 col13\" >\n", - " 0.555556\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow14_col14\"\n", - " class=\"data row14 col14\" >\n", - " 0.777778\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow14_col15\"\n", - " class=\"data row14 col15\" >\n", - " 0.555556\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow14_col16\"\n", - " class=\"data row14 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\n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow15_col11\"\n", - " class=\"data row15 col11\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow15_col12\"\n", - " class=\"data row15 col12\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow15_col13\"\n", - " class=\"data row15 col13\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow15_col14\"\n", - " class=\"data row15 col14\" >\n", - " 0.888889\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow15_col15\"\n", - " class=\"data row15 col15\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow15_col16\"\n", - " class=\"data row15 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow15_col17\"\n", - " class=\"data row15 col17\" >\n", - " 34.3333\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678b\"\n", - " class=\"row_heading level0 row16\" rowspan=1>\n", - " 16\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow16_col0\"\n", - " class=\"data row16 col0\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow16_col1\"\n", - " class=\"data row16 col1\" >\n", - " GREEDY\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow16_col2\"\n", - " class=\"data row16 col2\" >\n", - " 64.6667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow16_col3\"\n", - " class=\"data row16 col3\" >\n", - " 107.111\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow16_col4\"\n", - " class=\"data row16 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td 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0.777778\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow16_col12\"\n", - " class=\"data row16 col12\" >\n", - " 0.222222\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow16_col13\"\n", - " class=\"data row16 col13\" >\n", - " 0.222222\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow16_col14\"\n", - " class=\"data row16 col14\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow16_col15\"\n", - " class=\"data row16 col15\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow16_col16\"\n", - " class=\"data row16 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow16_col17\"\n", - " class=\"data row16 col17\" >\n", - " 34.3333\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678b\"\n", - " class=\"row_heading level0 row17\" rowspan=1>\n", - " 17\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow17_col0\"\n", - " class=\"data row17 col0\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow17_col1\"\n", - " class=\"data row17 col1\" >\n", - " HED\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow17_col2\"\n", - " class=\"data row17 col2\" >\n", - " 64.6667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow17_col3\"\n", - " class=\"data row17 col3\" >\n", - " 213.333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow17_col4\"\n", - " class=\"data row17 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow17_col5\"\n", - " class=\"data row17 col5\" >\n", - " 0.777778\n", - " \n", - " \n", 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col13\" >\n", - " 0.555556\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow18_col14\"\n", - " class=\"data row18 col14\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow18_col15\"\n", - " class=\"data row18 col15\" >\n", - " 0.555556\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow18_col16\"\n", - " class=\"data row18 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow18_col17\"\n", - " class=\"data row18 col17\" >\n", - " 34.3333\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678b\"\n", - " class=\"row_heading level0 row19\" rowspan=1>\n", - " 19\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow19_col0\"\n", - " class=\"data row19 col0\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td 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" \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow19_col8\"\n", - " class=\"data row19 col8\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow19_col9\"\n", - " class=\"data row19 col9\" >\n", - " 3.88889\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow19_col10\"\n", - " class=\"data row19 col10\" >\n", - " 0.777778\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow19_col11\"\n", - " class=\"data row19 col11\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow19_col12\"\n", - " class=\"data row19 col12\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow19_col13\"\n", - " class=\"data row19 col13\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow19_col14\"\n", - " class=\"data row19 col14\" >\n", - " 0.777778\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow19_col15\"\n", - " class=\"data row19 col15\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow19_col16\"\n", - " class=\"data row19 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow19_col17\"\n", - " class=\"data row19 col17\" >\n", - " 34.3333\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678b\"\n", - " class=\"row_heading level0 row20\" rowspan=1>\n", - " 20\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow20_col0\"\n", - " class=\"data row20 col0\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow20_col1\"\n", - " class=\"data row20 col1\" >\n", - " VEO\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow20_col2\"\n", - " class=\"data row20 col2\" >\n", - " 64.6667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow20_col3\"\n", - " class=\"data row20 col3\" >\n", - " 161.333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow20_col4\"\n", - " class=\"data row20 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow20_col5\"\n", - " class=\"data row20 col5\" >\n", - " 0.777778\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow20_col6\"\n", - " class=\"data row20 col6\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow20_col7\"\n", - " class=\"data row20 col7\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow20_col8\"\n", - " class=\"data row20 col8\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow20_col9\"\n", - " class=\"data row20 col9\" >\n", - " 5.11111\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow20_col10\"\n", - " class=\"data row20 col10\" >\n", - " 0.777778\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow20_col11\"\n", - " class=\"data row20 col11\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow20_col12\"\n", - " class=\"data row20 col12\" >\n", - " 0.555556\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow20_col13\"\n", - " class=\"data row20 col13\" >\n", - " 0.555556\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow20_col14\"\n", - " class=\"data row20 col14\" >\n", - " 0.888889\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow20_col15\"\n", - " class=\"data row20 col15\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow20_col16\"\n", - " class=\"data row20 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow20_col17\"\n", - " class=\"data row20 col17\" >\n", - " 34.3333\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678b\"\n", - " class=\"row_heading level0 row21\" rowspan=1>\n", - " 21\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow21_col0\"\n", - " class=\"data row21 col0\" >\n", - " 4\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow21_col1\"\n", - " class=\"data row21 col1\" >\n", - " BOC\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow21_col2\"\n", - " class=\"data row21 col2\" >\n", - " 206.667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow21_col3\"\n", - " class=\"data row21 col3\" >\n", - " 202.889\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow21_col4\"\n", - " class=\"data row21 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow21_col5\"\n", - " class=\"data row21 col5\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow21_col6\"\n", - " class=\"data row21 col6\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow21_col7\"\n", - " class=\"data row21 col7\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow21_col8\"\n", - " class=\"data row21 col8\" >\n", - " 0.555556\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow21_col9\"\n", - " class=\"data row21 col9\" >\n", - " 4.88889\n", - " \n", - " \n", - " 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- " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow21_col17\"\n", - " class=\"data row21 col17\" >\n", - " 79.3333\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678b\"\n", - " class=\"row_heading level0 row22\" rowspan=1>\n", - " 22\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow22_col0\"\n", - " class=\"data row22 col0\" >\n", - " 4\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow22_col1\"\n", - " class=\"data row22 col1\" >\n", - " BOWSE\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow22_col2\"\n", - " class=\"data row22 col2\" >\n", - " 206.667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow22_col3\"\n", - " class=\"data row22 col3\" >\n", - " 179.333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow22_col4\"\n", - " class=\"data row22 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow22_col5\"\n", - " class=\"data row22 col5\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow22_col6\"\n", - " class=\"data row22 col6\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow22_col7\"\n", - " class=\"data row22 col7\" >\n", - " 0.555556\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow22_col8\"\n", - " class=\"data row22 col8\" >\n", - " 0.555556\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow22_col9\"\n", - " class=\"data row22 col9\" >\n", - " 4.77778\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow22_col10\"\n", - " class=\"data row22 col10\" >\n", - " 1\n", - " \n", - " \n", - " \n", 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0.888889\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow23_col12\"\n", - " class=\"data row23 col12\" >\n", - " 0.111111\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow23_col13\"\n", - " class=\"data row23 col13\" >\n", - " 0.111111\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow23_col14\"\n", - " class=\"data row23 col14\" >\n", - " 0.555556\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow23_col15\"\n", - " class=\"data row23 col15\" >\n", - " 0.111111\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow23_col16\"\n", - " class=\"data row23 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow23_col17\"\n", - " class=\"data row23 col17\" >\n", - " 79.3333\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678b\"\n", - " class=\"row_heading level0 row24\" rowspan=1>\n", - " 24\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow24_col0\"\n", - " class=\"data row24 col0\" >\n", - " 4\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow24_col1\"\n", - " class=\"data row24 col1\" >\n", - " HED\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow24_col2\"\n", - " class=\"data row24 col2\" >\n", - " 206.667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow24_col3\"\n", - " class=\"data row24 col3\" >\n", - " 227.222\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow24_col4\"\n", - " class=\"data row24 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow24_col5\"\n", - " class=\"data row24 col5\" >\n", - " 1\n", - " \n", - " \n", - " 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\n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow25_col7\"\n", - " class=\"data row25 col7\" >\n", - " 0.222222\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow25_col8\"\n", - " class=\"data row25 col8\" >\n", - " 0.222222\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow25_col9\"\n", - " class=\"data row25 col9\" >\n", - " 7\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow25_col10\"\n", - " class=\"data row25 col10\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow25_col11\"\n", - " class=\"data row25 col11\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow25_col12\"\n", - " class=\"data row25 col12\" >\n", - " 0.222222\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow25_col13\"\n", - " class=\"data row25 col13\" >\n", - " 0.222222\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow25_col14\"\n", - " class=\"data row25 col14\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow25_col15\"\n", - " class=\"data row25 col15\" >\n", - " 0.222222\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow25_col16\"\n", - " class=\"data row25 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow25_col17\"\n", - " class=\"data row25 col17\" >\n", - " 79.3333\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678b\"\n", - " class=\"row_heading level0 row26\" rowspan=1>\n", - " 26\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow26_col0\"\n", - " class=\"data row26 col0\" >\n", - " 4\n", - " \n", - " \n", - " \n", - " <td 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0.555556\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow27_col16\"\n", - " class=\"data row27 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow27_col17\"\n", - " class=\"data row27 col17\" >\n", - " 79.3333\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678b\"\n", - " class=\"row_heading level0 row28\" rowspan=1>\n", - " 28\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow28_col0\"\n", - " class=\"data row28 col0\" >\n", - " 5\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow28_col1\"\n", - " class=\"data row28 col1\" >\n", - " BOC\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow28_col2\"\n", - " class=\"data row28 col2\" >\n", - " 241.667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow28_col3\"\n", - " class=\"data row28 col3\" >\n", - " 251\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow28_col4\"\n", - " class=\"data row28 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow28_col5\"\n", - " class=\"data row28 col5\" >\n", - " 0.555556\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow28_col6\"\n", - " class=\"data row28 col6\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow28_col7\"\n", - " class=\"data row28 col7\" >\n", - " 0.111111\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow28_col8\"\n", - " class=\"data row28 col8\" >\n", - " 0.111111\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow28_col9\"\n", - " class=\"data row28 col9\" >\n", - " 3.66667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow28_col10\"\n", - " class=\"data row28 col10\" >\n", - " 0.555556\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow28_col11\"\n", - " class=\"data row28 col11\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow28_col12\"\n", - " class=\"data row28 col12\" >\n", - " 0.111111\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow28_col13\"\n", - " class=\"data row28 col13\" >\n", - " 0.111111\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow28_col14\"\n", - " class=\"data row28 col14\" >\n", - " 0.555556\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow28_col15\"\n", - " class=\"data row28 col15\" >\n", - " 0.111111\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow28_col16\"\n", - " class=\"data row28 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow28_col17\"\n", - " class=\"data row28 col17\" >\n", - " 99.3333\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678b\"\n", - " class=\"row_heading level0 row29\" rowspan=1>\n", - " 29\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow29_col0\"\n", - " class=\"data row29 col0\" >\n", - " 5\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow29_col1\"\n", - " class=\"data row29 col1\" >\n", - " BOWSE\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow29_col2\"\n", - " class=\"data row29 col2\" >\n", - " 241.667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow29_col3\"\n", - " class=\"data row29 col3\" >\n", - " 262.667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow29_col4\"\n", - " class=\"data row29 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow29_col5\"\n", - " class=\"data row29 col5\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow29_col6\"\n", - " class=\"data row29 col6\" >\n", - " 0.777778\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow29_col7\"\n", - " class=\"data row29 col7\" >\n", - " 0.555556\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow29_col8\"\n", - " class=\"data row29 col8\" >\n", - " 0.111111\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow29_col9\"\n", - " class=\"data row29 col9\" >\n", - " 4.44444\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow29_col10\"\n", - " class=\"data row29 col10\" >\n", - " 0.777778\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow29_col11\"\n", - " class=\"data row29 col11\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow29_col12\"\n", - " class=\"data row29 col12\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow29_col13\"\n", - " class=\"data row29 col13\" >\n", - " 0.555556\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow29_col14\"\n", - " class=\"data row29 col14\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow29_col15\"\n", - " class=\"data row29 col15\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow29_col16\"\n", - " class=\"data row29 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow29_col17\"\n", - " class=\"data row29 col17\" >\n", - " 99.3333\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678b\"\n", - " class=\"row_heading level0 row30\" rowspan=1>\n", - " 30\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow30_col0\"\n", - " class=\"data row30 col0\" >\n", - " 5\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow30_col1\"\n", - " class=\"data row30 col1\" >\n", - " GREEDY\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow30_col2\"\n", - " class=\"data row30 col2\" >\n", - " 241.667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow30_col3\"\n", - " class=\"data row30 col3\" >\n", - " 192.778\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow30_col4\"\n", - " class=\"data row30 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow30_col5\"\n", - " class=\"data row30 col5\" >\n", - " 0.555556\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow30_col6\"\n", - " class=\"data row30 col6\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow30_col7\"\n", - " class=\"data row30 col7\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow30_col8\"\n", - " class=\"data row30 col8\" >\n", - " 0.222222\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow30_col9\"\n", - " class=\"data row30 col9\" >\n", - " 4\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow30_col10\"\n", - " class=\"data row30 col10\" >\n", - " 0.444444\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow30_col11\"\n", - " class=\"data row30 col11\" >\n", - " 0.777778\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow30_col12\"\n", - " class=\"data row30 col12\" >\n", - " 0.222222\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow30_col13\"\n", - " class=\"data row30 col13\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow30_col14\"\n", - " class=\"data row30 col14\" >\n", - " 0.555556\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow30_col15\"\n", - " class=\"data row30 col15\" >\n", - " 0.222222\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow30_col16\"\n", - " class=\"data row30 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow30_col17\"\n", - " class=\"data row30 col17\" >\n", - " 99.3333\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678b\"\n", - " class=\"row_heading level0 row31\" rowspan=1>\n", - " 31\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow31_col0\"\n", - " class=\"data row31 col0\" >\n", - " 5\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow31_col1\"\n", - " class=\"data row31 col1\" >\n", - " HED\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow31_col2\"\n", - " class=\"data row31 col2\" >\n", - " 248.571\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow31_col3\"\n", - " class=\"data row31 col3\" >\n", - " 677\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow31_col4\"\n", - " class=\"data row31 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow31_col5\"\n", - " class=\"data row31 col5\" >\n", - " 0.428571\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow31_col6\"\n", - " class=\"data row31 col6\" >\n", - " 0.428571\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow31_col7\"\n", - " class=\"data row31 col7\" >\n", - " 0.142857\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow31_col8\"\n", - " class=\"data row31 col8\" >\n", - " 0.142857\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow31_col9\"\n", - " class=\"data row31 col9\" >\n", - " 1.85714\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow31_col10\"\n", - " class=\"data row31 col10\" >\n", - " 0.428571\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow31_col11\"\n", - " class=\"data row31 col11\" >\n", - " 0.428571\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow31_col12\"\n", - " class=\"data row31 col12\" >\n", - " 0.142857\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow31_col13\"\n", - " class=\"data row31 col13\" >\n", - " 0.142857\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow31_col14\"\n", - " class=\"data row31 col14\" >\n", - " 0.428571\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow31_col15\"\n", - " class=\"data row31 col15\" >\n", - " 0.142857\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow31_col16\"\n", - " class=\"data row31 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow31_col17\"\n", - " class=\"data row31 col17\" >\n", - " 111.429\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678b\"\n", - " class=\"row_heading level0 row32\" rowspan=1>\n", - " 32\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow32_col0\"\n", - " class=\"data row32 col0\" >\n", - " 5\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow32_col1\"\n", - " class=\"data row32 col1\" >\n", - " JACCARD\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow32_col2\"\n", - " class=\"data row32 col2\" >\n", - " 241.667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow32_col3\"\n", - " class=\"data row32 col3\" >\n", - " 280.444\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow32_col4\"\n", - " class=\"data row32 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow32_col5\"\n", - " class=\"data row32 col5\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow32_col6\"\n", - " class=\"data row32 col6\" >\n", - " 0.666667\n", - " \n", - " 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id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow33_col1\"\n", - " class=\"data row33 col1\" >\n", - " MCS\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow33_col2\"\n", - " class=\"data row33 col2\" >\n", - " 241.667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow33_col3\"\n", - " class=\"data row33 col3\" >\n", - " 270.889\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow33_col4\"\n", - " class=\"data row33 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow33_col5\"\n", - " class=\"data row33 col5\" >\n", - " 0.888889\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow33_col6\"\n", - " class=\"data row33 col6\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow33_col7\"\n", - " class=\"data row33 col7\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow33_col8\"\n", - " class=\"data row33 col8\" >\n", - " 0.222222\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow33_col9\"\n", - " class=\"data row33 col9\" >\n", - " 4.77778\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow33_col10\"\n", - " class=\"data row33 col10\" >\n", - " 0.888889\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow33_col11\"\n", - " class=\"data row33 col11\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow33_col12\"\n", - " class=\"data row33 col12\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow33_col13\"\n", - " class=\"data row33 col13\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow33_col14\"\n", - " class=\"data row33 col14\" >\n", - " 0.888889\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow33_col15\"\n", - " class=\"data row33 col15\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow33_col16\"\n", - " class=\"data row33 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow33_col17\"\n", - " class=\"data row33 col17\" >\n", - " 99.3333\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678b\"\n", - " class=\"row_heading level0 row34\" rowspan=1>\n", - " 34\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow34_col0\"\n", - " class=\"data row34 col0\" >\n", - " 5\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow34_col1\"\n", - " class=\"data row34 col1\" >\n", - " VEO\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow34_col2\"\n", - " class=\"data row34 col2\" >\n", - " 241.667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow34_col3\"\n", - " class=\"data row34 col3\" >\n", - " 269\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow34_col4\"\n", - " class=\"data row34 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow34_col5\"\n", - " class=\"data row34 col5\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow34_col6\"\n", - " class=\"data row34 col6\" >\n", - " 0.777778\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow34_col7\"\n", - " class=\"data row34 col7\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow34_col8\"\n", - " class=\"data row34 col8\" >\n", - " 0.222222\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow34_col9\"\n", - " class=\"data row34 col9\" >\n", - " 4.88889\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow34_col10\"\n", - " class=\"data row34 col10\" >\n", - " 0.777778\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow34_col11\"\n", - " class=\"data row34 col11\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow34_col12\"\n", - " class=\"data row34 col12\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow34_col13\"\n", - " class=\"data row34 col13\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow34_col14\"\n", - " class=\"data row34 col14\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow34_col15\"\n", - " class=\"data row34 col15\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow34_col16\"\n", - " class=\"data row34 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow34_col17\"\n", - " class=\"data row34 col17\" >\n", - " 99.3333\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678b\"\n", - " class=\"row_heading level0 row35\" rowspan=1>\n", - " 35\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow35_col0\"\n", - " class=\"data row35 col0\" >\n", - " 6\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow35_col1\"\n", - " class=\"data row35 col1\" >\n", - " BOC\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow35_col2\"\n", - " class=\"data row35 col2\" >\n", - " 235\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow35_col3\"\n", - " class=\"data row35 col3\" >\n", - " 277.048\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow35_col4\"\n", - " class=\"data row35 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow35_col5\"\n", - " class=\"data row35 col5\" >\n", - " 0.761905\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow35_col6\"\n", - " class=\"data row35 col6\" >\n", - " 0.857143\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow35_col7\"\n", - " class=\"data row35 col7\" >\n", - " 0.47619\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow35_col8\"\n", - " class=\"data row35 col8\" >\n", - " 0.428571\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow35_col9\"\n", - " class=\"data row35 col9\" >\n", - " 4.47619\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow35_col10\"\n", - " class=\"data row35 col10\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow35_col11\"\n", - " class=\"data row35 col11\" >\n", - " 0.952381\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow35_col12\"\n", - " class=\"data row35 col12\" >\n", - " 0.47619\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow35_col13\"\n", - " class=\"data row35 col13\" >\n", - " 0.47619\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow35_col14\"\n", - " class=\"data row35 col14\" >\n", - " 0.761905\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow35_col15\"\n", - " class=\"data row35 col15\" >\n", - " 0.47619\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow35_col16\"\n", - " class=\"data row35 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow35_col17\"\n", - " class=\"data row35 col17\" >\n", - " 107.571\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678b\"\n", - " class=\"row_heading level0 row36\" rowspan=1>\n", - " 36\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow36_col0\"\n", - " class=\"data row36 col0\" >\n", - " 6\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow36_col1\"\n", - " class=\"data row36 col1\" >\n", - " BOWSE\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow36_col2\"\n", - " class=\"data row36 col2\" >\n", - " 235\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow36_col3\"\n", - " class=\"data row36 col3\" >\n", - " 281.19\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow36_col4\"\n", - " class=\"data row36 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow36_col5\"\n", - " class=\"data row36 col5\" >\n", - " 0.904762\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow36_col6\"\n", - " class=\"data row36 col6\" >\n", - " 0.952381\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow36_col7\"\n", - " class=\"data row36 col7\" >\n", - " 0.571429\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow36_col8\"\n", - " class=\"data row36 col8\" >\n", - " 0.571429\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow36_col9\"\n", - " class=\"data row36 col9\" >\n", - " 4.33333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow36_col10\"\n", - " class=\"data row36 col10\" >\n", - " 0.857143\n", - " 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0.761905\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow37_col12\"\n", - " class=\"data row37 col12\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow37_col13\"\n", - " class=\"data row37 col13\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow37_col14\"\n", - " class=\"data row37 col14\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow37_col15\"\n", - " class=\"data row37 col15\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow37_col16\"\n", - " class=\"data row37 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow37_col17\"\n", - " class=\"data row37 col17\" >\n", - " 107.571\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678b\"\n", - " class=\"row_heading level0 row38\" rowspan=1>\n", - " 38\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow38_col0\"\n", - " class=\"data row38 col0\" >\n", - " 6\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow38_col1\"\n", - " class=\"data row38 col1\" >\n", - " HED\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow38_col2\"\n", - " class=\"data row38 col2\" >\n", - " 235\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow38_col3\"\n", - " class=\"data row38 col3\" >\n", - " 271.19\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow38_col4\"\n", - " class=\"data row38 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow38_col5\"\n", - " class=\"data row38 col5\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow38_col6\"\n", - " class=\"data row38 col6\" >\n", - " 0.761905\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow38_col7\"\n", - " class=\"data row38 col7\" >\n", - " 0.47619\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow38_col8\"\n", - " class=\"data row38 col8\" >\n", - " 0.52381\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow38_col9\"\n", - " class=\"data row38 col9\" >\n", - " 3.71429\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow38_col10\"\n", - " class=\"data row38 col10\" >\n", - " 0.761905\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow38_col11\"\n", - " class=\"data row38 col11\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow38_col12\"\n", - " class=\"data row38 col12\" >\n", - " 0.47619\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow38_col13\"\n", - " class=\"data row38 col13\" >\n", - " 0.47619\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow38_col14\"\n", - " class=\"data row38 col14\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow38_col15\"\n", - " class=\"data row38 col15\" >\n", - " 0.47619\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow38_col16\"\n", - " class=\"data row38 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow38_col17\"\n", - " class=\"data row38 col17\" >\n", - " 107.571\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678b\"\n", - " class=\"row_heading level0 row39\" rowspan=1>\n", - " 39\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow39_col0\"\n", - " class=\"data row39 col0\" >\n", - " 6\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow39_col1\"\n", - " class=\"data row39 col1\" >\n", - " JACCARD\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow39_col2\"\n", - " class=\"data row39 col2\" >\n", - " 235\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow39_col3\"\n", - " class=\"data row39 col3\" >\n", - " 347.619\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow39_col4\"\n", - " class=\"data row39 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow39_col5\"\n", - " class=\"data row39 col5\" >\n", - " 0.380952\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow39_col6\"\n", - " class=\"data row39 col6\" >\n", - " 0.428571\n", - " \n", - " \n", - 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>\n", - " 0.142857\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow39_col14\"\n", - " class=\"data row39 col14\" >\n", - " 0.380952\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow39_col15\"\n", - " class=\"data row39 col15\" >\n", - " 0.142857\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow39_col16\"\n", - " class=\"data row39 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow39_col17\"\n", - " class=\"data row39 col17\" >\n", - " 107.571\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678b\"\n", - " class=\"row_heading level0 row40\" rowspan=1>\n", - " 40\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow40_col0\"\n", - " class=\"data row40 col0\" >\n", - " 6\n", - " \n", - " \n", - " \n", - " <td 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id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow41_col2\"\n", - " class=\"data row41 col2\" >\n", - " 235\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow41_col3\"\n", - " class=\"data row41 col3\" >\n", - " 235.667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow41_col4\"\n", - " class=\"data row41 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow41_col5\"\n", - " class=\"data row41 col5\" >\n", - " 0.904762\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow41_col6\"\n", - " class=\"data row41 col6\" >\n", - " 0.904762\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow41_col7\"\n", - " class=\"data row41 col7\" >\n", - " 0.571429\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow41_col8\"\n", - " class=\"data row41 col8\" >\n", - " 0.428571\n", - " \n", - " 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id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678b\"\n", - " class=\"row_heading level0 row56\" rowspan=1>\n", - " 56\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow56_col0\"\n", - " class=\"data row56 col0\" >\n", - " 9\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow56_col1\"\n", - " class=\"data row56 col1\" >\n", - " BOC\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow56_col2\"\n", - " class=\"data row56 col2\" >\n", - " 237.25\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow56_col3\"\n", - " class=\"data row56 col3\" >\n", - " 217.5\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow56_col4\"\n", - " class=\"data row56 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow56_col5\"\n", - " class=\"data row56 col5\" >\n", - " 0.583333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow56_col6\"\n", - " class=\"data row56 col6\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow56_col7\"\n", - " class=\"data row56 col7\" >\n", - " 0.416667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow56_col8\"\n", - " class=\"data row56 col8\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow56_col9\"\n", - " class=\"data row56 col9\" >\n", - " 9.75\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow56_col10\"\n", - " class=\"data row56 col10\" >\n", - " 0.583333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow56_col11\"\n", - " class=\"data row56 col11\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow56_col12\"\n", - " class=\"data row56 col12\" >\n", - " 0.25\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow56_col13\"\n", - " class=\"data row56 col13\" >\n", - " 0.25\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow56_col14\"\n", - " class=\"data row56 col14\" >\n", - " 0.75\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow56_col15\"\n", - " class=\"data row56 col15\" >\n", - " 0.416667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow56_col16\"\n", - " class=\"data row56 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow56_col17\"\n", - " class=\"data row56 col17\" >\n", - " 132.25\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678b\"\n", - " class=\"row_heading level0 row57\" rowspan=1>\n", - " 57\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow57_col0\"\n", - " class=\"data row57 col0\" >\n", - " 9\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow57_col1\"\n", - " class=\"data row57 col1\" >\n", - " BOWSE\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow57_col2\"\n", - " class=\"data row57 col2\" >\n", - " 237.25\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow57_col3\"\n", - " class=\"data row57 col3\" >\n", - " 217.917\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow57_col4\"\n", - " class=\"data row57 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow57_col5\"\n", - " class=\"data row57 col5\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow57_col6\"\n", - " class=\"data row57 col6\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow57_col7\"\n", - " class=\"data row57 col7\" >\n", - " 0.416667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow57_col8\"\n", - " class=\"data row57 col8\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow57_col9\"\n", - " class=\"data row57 col9\" >\n", - " 9.66667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow57_col10\"\n", - " class=\"data row57 col10\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow57_col11\"\n", - " class=\"data row57 col11\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow57_col12\"\n", - " class=\"data row57 col12\" >\n", - " 0.25\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow57_col13\"\n", - " class=\"data row57 col13\" >\n", - " 0.25\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow57_col14\"\n", - " class=\"data row57 col14\" >\n", - " 0.833333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow57_col15\"\n", - " class=\"data row57 col15\" >\n", - " 0.416667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow57_col16\"\n", - " class=\"data row57 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow57_col17\"\n", - " class=\"data row57 col17\" >\n", - " 132.25\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678b\"\n", - " class=\"row_heading level0 row58\" rowspan=1>\n", - " 58\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow58_col0\"\n", - " class=\"data row58 col0\" >\n", - " 9\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow58_col1\"\n", - " class=\"data row58 col1\" >\n", - " GREEDY\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow58_col2\"\n", - " class=\"data row58 col2\" >\n", - " 237.25\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow58_col3\"\n", - " class=\"data row58 col3\" >\n", - " 186.167\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow58_col4\"\n", - " class=\"data row58 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow58_col5\"\n", - " class=\"data row58 col5\" >\n", - " 0.5\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow58_col6\"\n", - " class=\"data row58 col6\" >\n", - " 0.833333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow58_col7\"\n", - " class=\"data row58 col7\" >\n", - " 0.0833333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow58_col8\"\n", - " class=\"data row58 col8\" >\n", - " 0.166667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow58_col9\"\n", - " class=\"data row58 col9\" >\n", - " 6.66667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow58_col10\"\n", - " class=\"data row58 col10\" >\n", - " 0.5\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow58_col11\"\n", - " class=\"data row58 col11\" >\n", - " 0.833333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow58_col12\"\n", - " class=\"data row58 col12\" >\n", - " 0.0833333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow58_col13\"\n", - " class=\"data row58 col13\" >\n", - " 0.0833333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow58_col14\"\n", - " class=\"data row58 col14\" >\n", - " 0.5\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow58_col15\"\n", - " class=\"data row58 col15\" >\n", - " 0.0833333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow58_col16\"\n", - " class=\"data row58 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow58_col17\"\n", - " class=\"data row58 col17\" >\n", - " 132.25\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678b\"\n", - " class=\"row_heading level0 row59\" rowspan=1>\n", - " 59\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow59_col0\"\n", - " class=\"data row59 col0\" >\n", - " 9\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow59_col1\"\n", - " class=\"data row59 col1\" >\n", - " HED\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow59_col2\"\n", - " class=\"data row59 col2\" >\n", - " 237.25\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow59_col3\"\n", - " class=\"data row59 col3\" >\n", - " 217.583\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow59_col4\"\n", - " class=\"data row59 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow59_col5\"\n", - " class=\"data row59 col5\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow59_col6\"\n", - " class=\"data row59 col6\" >\n", - " 0.916667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow59_col7\"\n", - " class=\"data row59 col7\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow59_col8\"\n", - " class=\"data row59 col8\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow59_col9\"\n", - " class=\"data row59 col9\" >\n", - " 8.41667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow59_col10\"\n", - " class=\"data row59 col10\" >\n", - " 0.583333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow59_col11\"\n", - " class=\"data row59 col11\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow59_col12\"\n", - " class=\"data row59 col12\" >\n", - " 0.25\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow59_col13\"\n", - " class=\"data row59 col13\" >\n", - " 0.25\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow59_col14\"\n", - " class=\"data row59 col14\" >\n", - " 0.75\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow59_col15\"\n", - " class=\"data row59 col15\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow59_col16\"\n", - " class=\"data row59 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow59_col17\"\n", - " class=\"data row59 col17\" >\n", - " 132.25\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678b\"\n", - " class=\"row_heading level0 row60\" rowspan=1>\n", - " 60\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow60_col0\"\n", - " class=\"data row60 col0\" >\n", - " 9\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow60_col1\"\n", - " class=\"data row60 col1\" >\n", - " JACCARD\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow60_col2\"\n", - " class=\"data row60 col2\" >\n", - " 237.25\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow60_col3\"\n", - " class=\"data row60 col3\" >\n", - " 234.833\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow60_col4\"\n", - " class=\"data row60 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow60_col5\"\n", - " class=\"data row60 col5\" >\n", - " 0.75\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow60_col6\"\n", - " class=\"data row60 col6\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow60_col7\"\n", - " class=\"data row60 col7\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow60_col8\"\n", - " class=\"data row60 col8\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow60_col9\"\n", - " class=\"data row60 col9\" >\n", - " 11.9167\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow60_col10\"\n", - " class=\"data row60 col10\" >\n", - " 0.75\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow60_col11\"\n", - " class=\"data row60 col11\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow60_col12\"\n", - " class=\"data row60 col12\" >\n", - " 0.25\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow60_col13\"\n", - " class=\"data row60 col13\" >\n", - " 0.25\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow60_col14\"\n", - " class=\"data row60 col14\" >\n", - " 0.833333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow60_col15\"\n", - " class=\"data row60 col15\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow60_col16\"\n", - " class=\"data row60 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow60_col17\"\n", - " class=\"data row60 col17\" >\n", - " 132.25\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678b\"\n", - " class=\"row_heading level0 row61\" rowspan=1>\n", - " 61\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow61_col0\"\n", - " class=\"data row61 col0\" >\n", - " 9\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow61_col1\"\n", - " class=\"data row61 col1\" >\n", - " MCS\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow61_col2\"\n", - " class=\"data row61 col2\" >\n", - " 237.25\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow61_col3\"\n", - " class=\"data row61 col3\" >\n", - " 202.917\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow61_col4\"\n", - " class=\"data row61 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow61_col5\"\n", - " class=\"data row61 col5\" >\n", - " 0.75\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow61_col6\"\n", - " class=\"data row61 col6\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow61_col7\"\n", - " class=\"data row61 col7\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow61_col8\"\n", - " class=\"data row61 col8\" >\n", - " 0.416667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow61_col9\"\n", - " class=\"data row61 col9\" >\n", - " 10.5\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow61_col10\"\n", - " class=\"data row61 col10\" >\n", - " 0.75\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow61_col11\"\n", - " class=\"data row61 col11\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow61_col12\"\n", - " class=\"data row61 col12\" >\n", - " 0.25\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow61_col13\"\n", - " class=\"data row61 col13\" >\n", - " 0.25\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow61_col14\"\n", - " class=\"data row61 col14\" >\n", - " 0.833333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow61_col15\"\n", - " class=\"data row61 col15\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow61_col16\"\n", - " class=\"data row61 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow61_col17\"\n", - " class=\"data row61 col17\" >\n", - " 132.25\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678b\"\n", - " class=\"row_heading level0 row62\" rowspan=1>\n", - " 62\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow62_col0\"\n", - " class=\"data row62 col0\" >\n", - " 9\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow62_col1\"\n", - " class=\"data row62 col1\" >\n", - " VEO\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow62_col2\"\n", - " class=\"data row62 col2\" >\n", - " 237.25\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow62_col3\"\n", - " class=\"data row62 col3\" >\n", - " 234.583\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow62_col4\"\n", - " class=\"data row62 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow62_col5\"\n", - " class=\"data row62 col5\" >\n", - " 0.75\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow62_col6\"\n", - " class=\"data row62 col6\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow62_col7\"\n", - " class=\"data row62 col7\" >\n", - " 0.25\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow62_col8\"\n", - " class=\"data row62 col8\" >\n", - " 0.416667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow62_col9\"\n", - " class=\"data row62 col9\" >\n", - " 11\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow62_col10\"\n", - " class=\"data row62 col10\" >\n", - " 0.75\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow62_col11\"\n", - " class=\"data row62 col11\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow62_col12\"\n", - " class=\"data row62 col12\" >\n", - " 0.166667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow62_col13\"\n", - " class=\"data row62 col13\" >\n", - " 0.166667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow62_col14\"\n", - " class=\"data row62 col14\" >\n", - " 0.833333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow62_col15\"\n", - " class=\"data row62 col15\" >\n", - " 0.25\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow62_col16\"\n", - " class=\"data row62 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow62_col17\"\n", - " class=\"data row62 col17\" >\n", - " 132.25\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678b\"\n", - " class=\"row_heading level0 row63\" rowspan=1>\n", - " 63\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow63_col0\"\n", - " class=\"data row63 col0\" >\n", - " 12\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow63_col1\"\n", - " class=\"data row63 col1\" >\n", - " BOC\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow63_col2\"\n", - " class=\"data row63 col2\" >\n", - " 352.5\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow63_col3\"\n", - " class=\"data row63 col3\" >\n", - " 250.833\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow63_col4\"\n", - " class=\"data row63 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow63_col5\"\n", - " class=\"data row63 col5\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow63_col6\"\n", - " class=\"data row63 col6\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow63_col7\"\n", - " class=\"data row63 col7\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow63_col8\"\n", - " class=\"data row63 col8\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow63_col9\"\n", - " class=\"data row63 col9\" >\n", - " 9\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow63_col10\"\n", - " class=\"data row63 col10\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow63_col11\"\n", - " class=\"data row63 col11\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow63_col12\"\n", - " class=\"data row63 col12\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow63_col13\"\n", - " class=\"data row63 col13\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow63_col14\"\n", - " class=\"data row63 col14\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow63_col15\"\n", - " class=\"data row63 col15\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow63_col16\"\n", - " class=\"data row63 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow63_col17\"\n", - " class=\"data row63 col17\" >\n", - " 192.5\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678b\"\n", - " class=\"row_heading level0 row64\" rowspan=1>\n", - " 64\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow64_col0\"\n", 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<td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow83_col9\"\n", - " class=\"data row83 col9\" >\n", - " 5\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow83_col10\"\n", - " class=\"data row83 col10\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow83_col11\"\n", - " class=\"data row83 col11\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow83_col12\"\n", - " class=\"data row83 col12\" >\n", - " 0\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow83_col13\"\n", - " class=\"data row83 col13\" >\n", - " 0\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow83_col14\"\n", - " class=\"data row83 col14\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow83_col15\"\n", - " class=\"data row83 col15\" >\n", - " 0\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow83_col16\"\n", - " class=\"data row83 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow83_col17\"\n", - " class=\"data row83 col17\" >\n", - " 31\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678b\"\n", - " class=\"row_heading level0 row84\" rowspan=1>\n", - " 84\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow84_col0\"\n", - " class=\"data row84 col0\" >\n", - " 19\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow84_col1\"\n", - " class=\"data row84 col1\" >\n", - " BOC\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow84_col2\"\n", - " class=\"data row84 col2\" >\n", - " 156\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow84_col3\"\n", - " 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id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow84_col17\"\n", - " class=\"data row84 col17\" >\n", - " 248\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678b\"\n", - " class=\"row_heading level0 row85\" rowspan=1>\n", - " 85\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow85_col0\"\n", - " class=\"data row85 col0\" >\n", - " 19\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow85_col1\"\n", - " class=\"data row85 col1\" >\n", - " BOWSE\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow85_col2\"\n", - " class=\"data row85 col2\" >\n", - " 156\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow85_col3\"\n", - " class=\"data row85 col3\" >\n", - " 347.333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow85_col4\"\n", - " class=\"data row85 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\n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow86_col13\"\n", - " class=\"data row86 col13\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow86_col14\"\n", - " class=\"data row86 col14\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow86_col15\"\n", - " class=\"data row86 col15\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow86_col16\"\n", - " class=\"data row86 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678brow86_col17\"\n", - " class=\"data row86 col17\" >\n", - " 248\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8ef38728_2dc8_11e8_98bc_4c327598678b\"\n", - " class=\"row_heading level0 row87\" rowspan=1>\n", - " 87\n", - " \n", - " \n", - " \n", - " <td 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<td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow14_col7\"\n", - " class=\"data row14 col7\" >\n", - " 0.222222\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow14_col8\"\n", - " class=\"data row14 col8\" >\n", - " 0.222222\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow14_col9\"\n", - " class=\"data row14 col9\" >\n", - " 3.88889\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow14_col10\"\n", - " class=\"data row14 col10\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow14_col11\"\n", - " class=\"data row14 col11\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow14_col12\"\n", - " class=\"data row14 col12\" >\n", - " 0.222222\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow14_col13\"\n", - " class=\"data row14 col13\" >\n", - " 0.222222\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow14_col14\"\n", - " class=\"data row14 col14\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow14_col15\"\n", - " class=\"data row14 col15\" >\n", - " 0.222222\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow14_col16\"\n", - " class=\"data row14 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow14_col17\"\n", - " class=\"data row14 col17\" >\n", - " 34.3333\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8f42970c_2dc8_11e8_b318_4c327598678b\"\n", - " class=\"row_heading level0 row15\" rowspan=1>\n", - " 15\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow15_col0\"\n", - " class=\"data row15 col0\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td 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id=\"T_8f42970c_2dc8_11e8_b318_4c327598678b\"\n", - " class=\"row_heading level0 row20\" rowspan=1>\n", - " 20\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow20_col0\"\n", - " class=\"data row20 col0\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow20_col1\"\n", - " class=\"data row20 col1\" >\n", - " VEO\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow20_col2\"\n", - " class=\"data row20 col2\" >\n", - " 64.6667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow20_col3\"\n", - " class=\"data row20 col3\" >\n", - " 170\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow20_col4\"\n", - " class=\"data row20 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow20_col5\"\n", - " class=\"data row20 col5\" >\n", - " 1\n", - " \n", - " \n", - " \n", - 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id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow22_col1\"\n", - " class=\"data row22 col1\" >\n", - " BOWSE\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow22_col2\"\n", - " class=\"data row22 col2\" >\n", - " 206.667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow22_col3\"\n", - " class=\"data row22 col3\" >\n", - " 278.889\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow22_col4\"\n", - " class=\"data row22 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow22_col5\"\n", - " class=\"data row22 col5\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow22_col6\"\n", - " class=\"data row22 col6\" >\n", - " 0.777778\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow22_col7\"\n", - " class=\"data row22 col7\" >\n", - " 0.444444\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow22_col8\"\n", - " class=\"data row22 col8\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow22_col9\"\n", - " class=\"data row22 col9\" >\n", - " 3.33333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow22_col10\"\n", - " class=\"data row22 col10\" >\n", - " 0.777778\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow22_col11\"\n", - " class=\"data row22 col11\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow22_col12\"\n", - " class=\"data row22 col12\" >\n", - " 0.444444\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow22_col13\"\n", - " class=\"data row22 col13\" >\n", - " 0.444444\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow22_col14\"\n", - " class=\"data row22 col14\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow22_col15\"\n", - " class=\"data row22 col15\" >\n", - " 0.444444\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow22_col16\"\n", - " class=\"data row22 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow22_col17\"\n", - " class=\"data row22 col17\" >\n", - " 79.3333\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8f42970c_2dc8_11e8_b318_4c327598678b\"\n", - " class=\"row_heading level0 row23\" rowspan=1>\n", - " 23\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow23_col0\"\n", - " class=\"data row23 col0\" >\n", - " 4\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow23_col1\"\n", - " class=\"data row23 col1\" >\n", - " GREEDY\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow23_col2\"\n", - " class=\"data row23 col2\" >\n", - " 206.667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow23_col3\"\n", - " class=\"data row23 col3\" >\n", - " 139.333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow23_col4\"\n", - " class=\"data row23 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow23_col5\"\n", - " class=\"data row23 col5\" >\n", - " 0.444444\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow23_col6\"\n", - " class=\"data row23 col6\" >\n", - " 0.555556\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow23_col7\"\n", - " class=\"data row23 col7\" >\n", - " 0.222222\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow23_col8\"\n", - " class=\"data row23 col8\" >\n", - " 0.222222\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow23_col9\"\n", - " class=\"data row23 col9\" >\n", - " 4.22222\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow23_col10\"\n", - " class=\"data row23 col10\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow23_col11\"\n", - " class=\"data row23 col11\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow23_col12\"\n", - " class=\"data row23 col12\" >\n", - " 0.222222\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow23_col13\"\n", - " class=\"data row23 col13\" >\n", - " 0.222222\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow23_col14\"\n", - " class=\"data row23 col14\" >\n", - " 0.444444\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow23_col15\"\n", - " class=\"data row23 col15\" >\n", - " 0.222222\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow23_col16\"\n", - " class=\"data row23 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow23_col17\"\n", - " class=\"data row23 col17\" >\n", - " 79.3333\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8f42970c_2dc8_11e8_b318_4c327598678b\"\n", - " class=\"row_heading level0 row24\" rowspan=1>\n", - " 24\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow24_col0\"\n", - " class=\"data row24 col0\" >\n", - " 4\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow24_col1\"\n", - " class=\"data row24 col1\" >\n", - " HED\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow24_col2\"\n", - " class=\"data row24 col2\" >\n", - " 177.625\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow24_col3\"\n", - " class=\"data row24 col3\" >\n", - " 416.125\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow24_col4\"\n", - " class=\"data row24 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow24_col5\"\n", - " class=\"data row24 col5\" >\n", - " 0.75\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow24_col6\"\n", - " class=\"data row24 col6\" >\n", - " 0.5\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow24_col7\"\n", - " class=\"data row24 col7\" >\n", - " 0.25\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow24_col8\"\n", - " class=\"data row24 col8\" >\n", - " 0.25\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow24_col9\"\n", - " class=\"data row24 col9\" >\n", - " 1.625\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow24_col10\"\n", - " class=\"data row24 col10\" >\n", - " 0.5\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow24_col11\"\n", - " class=\"data row24 col11\" >\n", - " 0.75\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow24_col12\"\n", - " class=\"data row24 col12\" >\n", - " 0.25\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow24_col13\"\n", - " class=\"data row24 col13\" >\n", - " 0.25\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow24_col14\"\n", - " class=\"data row24 col14\" >\n", - " 0.75\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow24_col15\"\n", - " class=\"data row24 col15\" >\n", - " 0.25\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow24_col16\"\n", - " class=\"data row24 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow24_col17\"\n", - " class=\"data row24 col17\" >\n", - " 86.625\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8f42970c_2dc8_11e8_b318_4c327598678b\"\n", - " class=\"row_heading level0 row25\" rowspan=1>\n", - " 25\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow25_col0\"\n", - " class=\"data row25 col0\" >\n", - " 4\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow25_col1\"\n", - " class=\"data row25 col1\" >\n", - " JACCARD\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow25_col2\"\n", - " class=\"data row25 col2\" >\n", - " 206.667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow25_col3\"\n", - " class=\"data row25 col3\" >\n", - " 146.222\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow25_col4\"\n", - " class=\"data row25 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow25_col5\"\n", - " class=\"data row25 col5\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow25_col6\"\n", - " class=\"data row25 col6\" >\n", - " 0.888889\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow25_col7\"\n", - " class=\"data row25 col7\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow25_col8\"\n", - " class=\"data row25 col8\" >\n", - " 0.444444\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow25_col9\"\n", - " class=\"data row25 col9\" >\n", - " 8.33333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow25_col10\"\n", - " class=\"data row25 col10\" >\n", - " 0.888889\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow25_col11\"\n", - " class=\"data row25 col11\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow25_col12\"\n", - " class=\"data row25 col12\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow25_col13\"\n", - " class=\"data row25 col13\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow25_col14\"\n", - " class=\"data row25 col14\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow25_col15\"\n", - " class=\"data row25 col15\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow25_col16\"\n", - " class=\"data row25 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow25_col17\"\n", - " class=\"data row25 col17\" >\n", - 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id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow26_col5\"\n", - " class=\"data row26 col5\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow26_col6\"\n", - " class=\"data row26 col6\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow26_col7\"\n", - " class=\"data row26 col7\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow26_col8\"\n", - " class=\"data row26 col8\" >\n", - " 0.555556\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow26_col9\"\n", - " class=\"data row26 col9\" >\n", - " 4.88889\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow26_col10\"\n", - " class=\"data row26 col10\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow26_col11\"\n", - " class=\"data row26 col11\" >\n", - " 1\n", - " \n", - " \n", - " 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class=\"row_heading level0 row27\" rowspan=1>\n", - " 27\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow27_col0\"\n", - " class=\"data row27 col0\" >\n", - " 4\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow27_col1\"\n", - " class=\"data row27 col1\" >\n", - " VEO\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow27_col2\"\n", - " class=\"data row27 col2\" >\n", - " 206.667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow27_col3\"\n", - " class=\"data row27 col3\" >\n", - " 229.778\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow27_col4\"\n", - " class=\"data row27 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow27_col5\"\n", - " class=\"data row27 col5\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow27_col6\"\n", - " class=\"data row27 col6\" >\n", - " 0.888889\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow27_col7\"\n", - " class=\"data row27 col7\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow27_col8\"\n", - " class=\"data row27 col8\" >\n", - " 0.444444\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow27_col9\"\n", - " class=\"data row27 col9\" >\n", - " 5.44444\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow27_col10\"\n", - " class=\"data row27 col10\" >\n", - " 0.888889\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow27_col11\"\n", - " class=\"data row27 col11\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow27_col12\"\n", - " class=\"data row27 col12\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow27_col13\"\n", - " class=\"data row27 col13\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow27_col14\"\n", - " class=\"data row27 col14\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow27_col15\"\n", - " class=\"data row27 col15\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow27_col16\"\n", - " class=\"data row27 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow27_col17\"\n", - " class=\"data row27 col17\" >\n", - " 79.3333\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8f42970c_2dc8_11e8_b318_4c327598678b\"\n", - " class=\"row_heading level0 row28\" rowspan=1>\n", - " 28\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow28_col0\"\n", - " class=\"data row28 col0\" >\n", - " 5\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow28_col1\"\n", - " class=\"data row28 col1\" >\n", - " BOC\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow28_col2\"\n", - " class=\"data row28 col2\" >\n", - " 241.667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow28_col3\"\n", - " class=\"data row28 col3\" >\n", - " 230.889\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow28_col4\"\n", - " class=\"data row28 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow28_col5\"\n", - " class=\"data row28 col5\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow28_col6\"\n", - " class=\"data row28 col6\" >\n", - " 0.888889\n", - " \n", - " \n", - " \n", 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0.111111\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow28_col14\"\n", - " class=\"data row28 col14\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow28_col15\"\n", - " class=\"data row28 col15\" >\n", - " 0.111111\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow28_col16\"\n", - " class=\"data row28 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow28_col17\"\n", - " class=\"data row28 col17\" >\n", - " 99.3333\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8f42970c_2dc8_11e8_b318_4c327598678b\"\n", - " class=\"row_heading level0 row29\" rowspan=1>\n", - " 29\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow29_col0\"\n", - " class=\"data row29 col0\" >\n", - " 5\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow29_col1\"\n", - " class=\"data row29 col1\" >\n", - " BOWSE\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow29_col2\"\n", - " class=\"data row29 col2\" >\n", - " 241.667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow29_col3\"\n", - " class=\"data row29 col3\" >\n", - " 249.444\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow29_col4\"\n", - " class=\"data row29 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow29_col5\"\n", - " class=\"data row29 col5\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow29_col6\"\n", - " class=\"data row29 col6\" >\n", - " 0.777778\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow29_col7\"\n", - " class=\"data row29 col7\" >\n", - " 0.555556\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow29_col8\"\n", - " class=\"data row29 col8\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow29_col9\"\n", - " class=\"data row29 col9\" >\n", - " 5\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow29_col10\"\n", - " class=\"data row29 col10\" >\n", - " 0.777778\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow29_col11\"\n", - " class=\"data row29 col11\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow29_col12\"\n", - " class=\"data row29 col12\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow29_col13\"\n", - " class=\"data row29 col13\" >\n", - " 0.555556\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow29_col14\"\n", - " class=\"data row29 col14\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow29_col15\"\n", - " class=\"data row29 col15\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow29_col16\"\n", - " class=\"data row29 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow29_col17\"\n", - " class=\"data row29 col17\" >\n", - " 99.3333\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8f42970c_2dc8_11e8_b318_4c327598678b\"\n", - " class=\"row_heading level0 row30\" rowspan=1>\n", - " 30\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow30_col0\"\n", - " class=\"data row30 col0\" >\n", - " 5\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow30_col1\"\n", - " class=\"data row30 col1\" >\n", - " GREEDY\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow30_col2\"\n", - " class=\"data row30 col2\" >\n", - " 241.667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow30_col3\"\n", - " class=\"data row30 col3\" >\n", - " 172.556\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow30_col4\"\n", - " class=\"data row30 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow30_col5\"\n", - " class=\"data row30 col5\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow30_col6\"\n", - " class=\"data row30 col6\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow30_col7\"\n", - " class=\"data row30 col7\" >\n", - " 0.111111\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow30_col8\"\n", - " class=\"data row30 col8\" >\n", - " 0.333333\n", - " \n", - " 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>\n", - " 0.111111\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow30_col16\"\n", - " class=\"data row30 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow30_col17\"\n", - " class=\"data row30 col17\" >\n", - " 99.3333\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8f42970c_2dc8_11e8_b318_4c327598678b\"\n", - " class=\"row_heading level0 row31\" rowspan=1>\n", - " 31\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow31_col0\"\n", - " class=\"data row31 col0\" >\n", - " 5\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow31_col1\"\n", - " class=\"data row31 col1\" >\n", - " HED\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow31_col2\"\n", - " class=\"data row31 col2\" >\n", - " 253.125\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow31_col3\"\n", - " class=\"data row31 col3\" >\n", - " 697.75\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow31_col4\"\n", - " class=\"data row31 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow31_col5\"\n", - " class=\"data row31 col5\" >\n", - " 0.375\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow31_col6\"\n", - " class=\"data row31 col6\" >\n", - " 0.375\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow31_col7\"\n", - " class=\"data row31 col7\" >\n", - " 0.125\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow31_col8\"\n", - " class=\"data row31 col8\" >\n", - " 0.125\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow31_col9\"\n", - " class=\"data row31 col9\" >\n", - " 1.25\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow31_col10\"\n", - " class=\"data row31 col10\" >\n", - " 0.375\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow31_col11\"\n", - " class=\"data row31 col11\" >\n", - " 0.375\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow31_col12\"\n", - " class=\"data row31 col12\" >\n", - " 0.125\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow31_col13\"\n", - " class=\"data row31 col13\" >\n", - " 0.125\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow31_col14\"\n", - " class=\"data row31 col14\" >\n", - " 0.375\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow31_col15\"\n", - " class=\"data row31 col15\" >\n", - " 0.125\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow31_col16\"\n", - " class=\"data row31 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow31_col17\"\n", - " class=\"data row31 col17\" >\n", - " 103.875\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8f42970c_2dc8_11e8_b318_4c327598678b\"\n", - " class=\"row_heading level0 row32\" rowspan=1>\n", - " 32\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow32_col0\"\n", - " class=\"data row32 col0\" >\n", - " 5\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow32_col1\"\n", - " class=\"data row32 col1\" >\n", - " JACCARD\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow32_col2\"\n", - " class=\"data row32 col2\" >\n", - " 241.667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow32_col3\"\n", - " class=\"data row32 col3\" >\n", - " 245.444\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow32_col4\"\n", - " class=\"data row32 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow32_col5\"\n", - " class=\"data row32 col5\" >\n", - " 0.555556\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow32_col6\"\n", - " class=\"data row32 col6\" >\n", - " 0.555556\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow32_col7\"\n", - " class=\"data row32 col7\" >\n", - " 0.222222\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow32_col8\"\n", - " class=\"data row32 col8\" >\n", - " 0.222222\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow32_col9\"\n", - " class=\"data row32 col9\" >\n", - " 4.33333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow32_col10\"\n", - " class=\"data row32 col10\" >\n", - " 0.555556\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow32_col11\"\n", - " class=\"data row32 col11\" >\n", - " 0.555556\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow32_col12\"\n", - " class=\"data row32 col12\" >\n", - " 0.222222\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow32_col13\"\n", - " class=\"data row32 col13\" >\n", - " 0.222222\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow32_col14\"\n", - " class=\"data row32 col14\" >\n", - " 0.555556\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow32_col15\"\n", - " class=\"data row32 col15\" >\n", - " 0.222222\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow32_col16\"\n", - " class=\"data row32 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow32_col17\"\n", - " class=\"data row32 col17\" >\n", - " 99.3333\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8f42970c_2dc8_11e8_b318_4c327598678b\"\n", - " class=\"row_heading level0 row33\" rowspan=1>\n", - " 33\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow33_col0\"\n", - " class=\"data row33 col0\" >\n", - " 5\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow33_col1\"\n", - " class=\"data row33 col1\" >\n", - " MCS\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow33_col2\"\n", - " class=\"data row33 col2\" >\n", - " 241.667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow33_col3\"\n", - " class=\"data row33 col3\" >\n", - " 239.556\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow33_col4\"\n", - " class=\"data row33 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow33_col5\"\n", - " class=\"data row33 col5\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow33_col6\"\n", - " class=\"data row33 col6\" >\n", - " 0.777778\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow33_col7\"\n", - " class=\"data row33 col7\" >\n", - " 0.555556\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow33_col8\"\n", - " class=\"data row33 col8\" >\n", - " 0.222222\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow33_col9\"\n", - " class=\"data row33 col9\" >\n", - " 5.44444\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow33_col10\"\n", - " class=\"data row33 col10\" >\n", - " 0.777778\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow33_col11\"\n", - " class=\"data row33 col11\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow33_col12\"\n", - " class=\"data row33 col12\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow33_col13\"\n", - " class=\"data row33 col13\" >\n", - " 0.555556\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow33_col14\"\n", - " class=\"data row33 col14\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow33_col15\"\n", - " class=\"data row33 col15\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow33_col16\"\n", - " class=\"data row33 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow33_col17\"\n", - " class=\"data row33 col17\" >\n", - " 99.3333\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8f42970c_2dc8_11e8_b318_4c327598678b\"\n", - " class=\"row_heading level0 row34\" rowspan=1>\n", - " 34\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow34_col0\"\n", - " class=\"data row34 col0\" >\n", - " 5\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow34_col1\"\n", - " class=\"data row34 col1\" >\n", - " VEO\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow34_col2\"\n", - " class=\"data row34 col2\" >\n", - " 241.667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow34_col3\"\n", - " class=\"data row34 col3\" >\n", - " 259.111\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow34_col4\"\n", - " class=\"data row34 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow34_col5\"\n", - " class=\"data row34 col5\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow34_col6\"\n", - " class=\"data row34 col6\" >\n", - " 0.777778\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow34_col7\"\n", - " class=\"data row34 col7\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow34_col8\"\n", - " class=\"data row34 col8\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow34_col9\"\n", - " class=\"data row34 col9\" >\n", - " 4.33333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow34_col10\"\n", - " class=\"data row34 col10\" >\n", - " 0.777778\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow34_col11\"\n", - " class=\"data row34 col11\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow34_col12\"\n", - " class=\"data row34 col12\" >\n", - " 0.111111\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow34_col13\"\n", - " class=\"data row34 col13\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow34_col14\"\n", - " class=\"data row34 col14\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow34_col15\"\n", - " class=\"data row34 col15\" >\n", - " 0.111111\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow34_col16\"\n", - " class=\"data row34 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow34_col17\"\n", - " class=\"data row34 col17\" >\n", - " 99.3333\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8f42970c_2dc8_11e8_b318_4c327598678b\"\n", - " class=\"row_heading level0 row35\" rowspan=1>\n", - " 35\n", - " \n", - " \n", - " \n", - " <td 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id=\"T_8f42970c_2dc8_11e8_b318_4c327598678b\"\n", - " class=\"row_heading level0 row59\" rowspan=1>\n", - " 59\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow59_col0\"\n", - " class=\"data row59 col0\" >\n", - " 9\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow59_col1\"\n", - " class=\"data row59 col1\" >\n", - " HED\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow59_col2\"\n", - " class=\"data row59 col2\" >\n", - " 237.25\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow59_col3\"\n", - " class=\"data row59 col3\" >\n", - " 241.25\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow59_col4\"\n", - " class=\"data row59 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow59_col5\"\n", - " class=\"data row59 col5\" >\n", - " 1\n", - " \n", - " \n", - " \n", 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id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow63_col10\"\n", - " class=\"data row63 col10\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow63_col11\"\n", - " class=\"data row63 col11\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow63_col12\"\n", - " class=\"data row63 col12\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow63_col13\"\n", - " class=\"data row63 col13\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow63_col14\"\n", - " class=\"data row63 col14\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow63_col15\"\n", - " class=\"data row63 col15\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow63_col16\"\n", - " class=\"data row63 col16\" >\n", - " 1\n", - " \n", - " 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rowspan=1>\n", - " 66\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow66_col0\"\n", - " class=\"data row66 col0\" >\n", - " 12\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow66_col1\"\n", - " class=\"data row66 col1\" >\n", - " HED\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow66_col2\"\n", - " class=\"data row66 col2\" >\n", - " 352.5\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow66_col3\"\n", - " class=\"data row66 col3\" >\n", - " 236.333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow66_col4\"\n", - " class=\"data row66 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow66_col5\"\n", - " class=\"data row66 col5\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow66_col6\"\n", - " class=\"data 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id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow70_col17\"\n", - " class=\"data row70 col17\" >\n", - " 58\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8f42970c_2dc8_11e8_b318_4c327598678b\"\n", - " class=\"row_heading level0 row71\" rowspan=1>\n", - " 71\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow71_col0\"\n", - " class=\"data row71 col0\" >\n", - " 13\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow71_col1\"\n", - " class=\"data row71 col1\" >\n", - " BOWSE\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow71_col2\"\n", - " class=\"data row71 col2\" >\n", - " 125\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow71_col3\"\n", - " class=\"data row71 col3\" >\n", - " 191.667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow71_col4\"\n", - " class=\"data row71 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- " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow72_col6\"\n", - " class=\"data row72 col6\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow72_col7\"\n", - " class=\"data row72 col7\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow72_col8\"\n", - " class=\"data row72 col8\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow72_col9\"\n", - " class=\"data row72 col9\" >\n", - " 5\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow72_col10\"\n", - " class=\"data row72 col10\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow72_col11\"\n", - " class=\"data row72 col11\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow72_col12\"\n", - " class=\"data row72 col12\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow72_col13\"\n", - " class=\"data row72 col13\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow72_col14\"\n", - " class=\"data row72 col14\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow72_col15\"\n", - " class=\"data row72 col15\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow72_col16\"\n", - " class=\"data row72 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow72_col17\"\n", - " class=\"data row72 col17\" >\n", - " 58\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8f42970c_2dc8_11e8_b318_4c327598678b\"\n", - " class=\"row_heading level0 row73\" rowspan=1>\n", - " 73\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow73_col0\"\n", - " class=\"data row73 col0\" >\n", - " 13\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow73_col1\"\n", - " class=\"data row73 col1\" >\n", - " HED\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow73_col2\"\n", - " class=\"data row73 col2\" >\n", - " 125\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow73_col3\"\n", - " class=\"data row73 col3\" >\n", - " 310\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow73_col4\"\n", - " class=\"data row73 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow73_col5\"\n", - " class=\"data row73 col5\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow73_col6\"\n", - " class=\"data row73 col6\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow73_col7\"\n", - " class=\"data row73 col7\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow73_col8\"\n", - " class=\"data row73 col8\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow73_col9\"\n", - " class=\"data row73 col9\" >\n", - " 4.66667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow73_col10\"\n", - " class=\"data row73 col10\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow73_col11\"\n", - " class=\"data row73 col11\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow73_col12\"\n", - " class=\"data row73 col12\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow73_col13\"\n", - " class=\"data row73 col13\" >\n", - " 0.333333\n", - " 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id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow74_col1\"\n", - " class=\"data row74 col1\" >\n", - " JACCARD\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow74_col2\"\n", - " class=\"data row74 col2\" >\n", - " 125\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow74_col3\"\n", - " class=\"data row74 col3\" >\n", - " 308\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow74_col4\"\n", - " class=\"data row74 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow74_col5\"\n", - " class=\"data row74 col5\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow74_col6\"\n", - " class=\"data row74 col6\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow74_col7\"\n", - " class=\"data row74 col7\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " 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id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow86_col15\"\n", - " class=\"data row86 col15\" >\n", - " 0\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow86_col16\"\n", - " class=\"data row86 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow86_col17\"\n", - " class=\"data row86 col17\" >\n", - " 248\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8f42970c_2dc8_11e8_b318_4c327598678b\"\n", - " class=\"row_heading level0 row87\" rowspan=1>\n", - " 87\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow87_col0\"\n", - " class=\"data row87 col0\" >\n", - " 19\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow87_col1\"\n", - " class=\"data row87 col1\" >\n", - " HED\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow87_col2\"\n", - " class=\"data row87 col2\" >\n", - " 156\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow87_col3\"\n", - " class=\"data row87 col3\" >\n", - " 402.333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow87_col4\"\n", - " class=\"data row87 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow87_col5\"\n", - " class=\"data row87 col5\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow87_col6\"\n", - " class=\"data row87 col6\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow87_col7\"\n", - " class=\"data row87 col7\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow87_col8\"\n", - " class=\"data row87 col8\" >\n", - " 0\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow87_col9\"\n", - " class=\"data row87 col9\" >\n", 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>\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow87_col17\"\n", - " class=\"data row87 col17\" >\n", - " 248\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8f42970c_2dc8_11e8_b318_4c327598678b\"\n", - " class=\"row_heading level0 row88\" rowspan=1>\n", - " 88\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow88_col0\"\n", - " class=\"data row88 col0\" >\n", - " 19\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow88_col1\"\n", - " class=\"data row88 col1\" >\n", - " JACCARD\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow88_col2\"\n", - " class=\"data row88 col2\" >\n", - " 156\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow88_col3\"\n", - " class=\"data row88 col3\" >\n", - " 320.667\n", - " \n", - " \n", - " \n", - " <td 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<td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow88_col11\"\n", - " class=\"data row88 col11\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow88_col12\"\n", - " class=\"data row88 col12\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow88_col13\"\n", - " class=\"data row88 col13\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow88_col14\"\n", - " class=\"data row88 col14\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow88_col15\"\n", - " class=\"data row88 col15\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow88_col16\"\n", - " class=\"data row88 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f42970c_2dc8_11e8_b318_4c327598678brow88_col17\"\n", - " class=\"data row88 col17\" >\n", - " 248\n", - " 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- " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow24_col7\"\n", - " class=\"data row24 col7\" >\n", - " 0.111111\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow24_col8\"\n", - " class=\"data row24 col8\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow24_col9\"\n", - " class=\"data row24 col9\" >\n", - " 4.22222\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow24_col10\"\n", - " class=\"data row24 col10\" >\n", - " 0.888889\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow24_col11\"\n", - " class=\"data row24 col11\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow24_col12\"\n", - " class=\"data row24 col12\" >\n", - " 0.111111\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow24_col13\"\n", - " class=\"data row24 col13\" >\n", - " 0.111111\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow24_col14\"\n", - " class=\"data row24 col14\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow24_col15\"\n", - " class=\"data row24 col15\" >\n", - " 0.111111\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow24_col16\"\n", - " class=\"data row24 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow24_col17\"\n", - " class=\"data row24 col17\" >\n", - " 99.3333\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678b\"\n", - " class=\"row_heading level0 row25\" rowspan=1>\n", - " 25\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow25_col0\"\n", - " class=\"data row25 col0\" >\n", - " 5\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow25_col1\"\n", - " class=\"data row25 col1\" >\n", - " BOWSE\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow25_col2\"\n", - " class=\"data row25 col2\" >\n", - " 241.667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow25_col3\"\n", - " class=\"data row25 col3\" >\n", - " 226.556\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow25_col4\"\n", - " class=\"data row25 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow25_col5\"\n", - " class=\"data row25 col5\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow25_col6\"\n", - " class=\"data row25 col6\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow25_col7\"\n", - " class=\"data row25 col7\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow25_col8\"\n", - " class=\"data row25 col8\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow25_col9\"\n", - " class=\"data row25 col9\" >\n", - " 4.22222\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow25_col10\"\n", - " class=\"data row25 col10\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow25_col11\"\n", - " class=\"data row25 col11\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow25_col12\"\n", - " class=\"data row25 col12\" >\n", - " 0.111111\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow25_col13\"\n", - " class=\"data row25 col13\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow25_col14\"\n", - " class=\"data row25 col14\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow25_col15\"\n", - " class=\"data row25 col15\" >\n", - " 0.111111\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow25_col16\"\n", - " class=\"data row25 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow25_col17\"\n", - " class=\"data row25 col17\" >\n", - " 99.3333\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678b\"\n", - " class=\"row_heading level0 row26\" rowspan=1>\n", - " 26\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow26_col0\"\n", - " class=\"data row26 col0\" >\n", - " 5\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow26_col1\"\n", - " class=\"data row26 col1\" >\n", - " JACCARD\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow26_col2\"\n", - " class=\"data row26 col2\" >\n", - " 241.667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow26_col3\"\n", - " class=\"data row26 col3\" >\n", - " 219.333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow26_col4\"\n", - " class=\"data row26 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow26_col5\"\n", - " class=\"data row26 col5\" >\n", - " 0.444444\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow26_col6\"\n", - " class=\"data row26 col6\" >\n", - " 0.444444\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow26_col7\"\n", - " class=\"data row26 col7\" >\n", - " 0.111111\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow26_col8\"\n", - " class=\"data row26 col8\" >\n", - " 0.222222\n", - " \n", 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row26 col15\" >\n", - " 0.111111\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow26_col16\"\n", - " class=\"data row26 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow26_col17\"\n", - " class=\"data row26 col17\" >\n", - " 99.3333\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678b\"\n", - " class=\"row_heading level0 row27\" rowspan=1>\n", - " 27\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow27_col0\"\n", - " class=\"data row27 col0\" >\n", - " 5\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow27_col1\"\n", - " class=\"data row27 col1\" >\n", - " MCS\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow27_col2\"\n", - " class=\"data row27 col2\" >\n", - " 241.667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow27_col3\"\n", - " class=\"data row27 col3\" >\n", - " 263.333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow27_col4\"\n", - " class=\"data row27 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow27_col5\"\n", - " class=\"data row27 col5\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow27_col6\"\n", - " class=\"data row27 col6\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow27_col7\"\n", - " class=\"data row27 col7\" >\n", - " 0.555556\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow27_col8\"\n", - " class=\"data row27 col8\" >\n", - " 0.222222\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow27_col9\"\n", - " class=\"data row27 col9\" >\n", - " 5.33333\n", - " \n", - " 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id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678b\"\n", - " class=\"row_heading level0 row30\" rowspan=1>\n", - " 30\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow30_col0\"\n", - " class=\"data row30 col0\" >\n", - " 6\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow30_col1\"\n", - " class=\"data row30 col1\" >\n", - " BOC\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow30_col2\"\n", - " class=\"data row30 col2\" >\n", - " 235\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow30_col3\"\n", - " class=\"data row30 col3\" >\n", - " 247.476\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow30_col4\"\n", - " class=\"data row30 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow30_col5\"\n", - " class=\"data row30 col5\" >\n", - " 1\n", - " \n", - " \n", - " \n", - 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0.47619\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow31_col14\"\n", - " class=\"data row31 col14\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow31_col15\"\n", - " class=\"data row31 col15\" >\n", - " 0.47619\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow31_col16\"\n", - " class=\"data row31 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow31_col17\"\n", - " class=\"data row31 col17\" >\n", - " 107.571\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678b\"\n", - " class=\"row_heading level0 row32\" rowspan=1>\n", - " 32\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow32_col0\"\n", - " class=\"data row32 col0\" >\n", - " 6\n", - " \n", - " \n", - " \n", - " <td 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id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow53_col3\"\n", - " class=\"data row53 col3\" >\n", - " 246.417\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow53_col4\"\n", - " class=\"data row53 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow53_col5\"\n", - " class=\"data row53 col5\" >\n", - " 0.75\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow53_col6\"\n", - " class=\"data row53 col6\" >\n", - " 0.583333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow53_col7\"\n", - " class=\"data row53 col7\" >\n", - " 0.166667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow53_col8\"\n", - " class=\"data row53 col8\" >\n", - " 0.166667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow53_col9\"\n", - " class=\"data row53 col9\" >\n", - " 5.58333\n", - " \n", - " 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id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow60_col17\"\n", - " class=\"data row60 col17\" >\n", - " 58\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678b\"\n", - " class=\"row_heading level0 row61\" rowspan=1>\n", - " 61\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow61_col0\"\n", - " class=\"data row61 col0\" >\n", - " 13\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow61_col1\"\n", - " class=\"data row61 col1\" >\n", - " BOWSE\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow61_col2\"\n", - " class=\"data row61 col2\" >\n", - " 125\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow61_col3\"\n", - " class=\"data row61 col3\" >\n", - " 122.667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow61_col4\"\n", - " class=\"data row61 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow61_col5\"\n", - " class=\"data row61 col5\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow61_col6\"\n", - " class=\"data row61 col6\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow61_col7\"\n", - " class=\"data row61 col7\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow61_col8\"\n", - " class=\"data row61 col8\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow61_col9\"\n", - " class=\"data row61 col9\" >\n", - " 6.66667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow61_col10\"\n", - " class=\"data row61 col10\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow61_col11\"\n", - " class=\"data 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id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678b\"\n", - " class=\"row_heading level0 row62\" rowspan=1>\n", - " 62\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow62_col0\"\n", - " class=\"data row62 col0\" >\n", - " 13\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow62_col1\"\n", - " class=\"data row62 col1\" >\n", - " JACCARD\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow62_col2\"\n", - " class=\"data row62 col2\" >\n", - " 125\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow62_col3\"\n", - " class=\"data row62 col3\" >\n", - " 239\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow62_col4\"\n", - " class=\"data row62 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow62_col5\"\n", - " class=\"data row62 col5\" >\n", - " 1\n", - " \n", - " \n", - " \n", - 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- " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow62_col13\"\n", - " class=\"data row62 col13\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow62_col14\"\n", - " class=\"data row62 col14\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow62_col15\"\n", - " class=\"data row62 col15\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow62_col16\"\n", - " class=\"data row62 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow62_col17\"\n", - " class=\"data row62 col17\" >\n", - " 58\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678b\"\n", - " class=\"row_heading level0 row63\" rowspan=1>\n", - " 63\n", - " \n", - " \n", - " \n", - " <td 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id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow64_col1\"\n", - " class=\"data row64 col1\" >\n", - " VEO\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow64_col2\"\n", - " class=\"data row64 col2\" >\n", - " 125\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow64_col3\"\n", - " class=\"data row64 col3\" >\n", - " 239\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow64_col4\"\n", - " class=\"data row64 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow64_col5\"\n", - " class=\"data row64 col5\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow64_col6\"\n", - " class=\"data row64 col6\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow64_col7\"\n", - " class=\"data row64 col7\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow64_col8\"\n", - " class=\"data row64 col8\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow64_col9\"\n", - " class=\"data row64 col9\" >\n", - " 6.66667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow64_col10\"\n", - " class=\"data row64 col10\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow64_col11\"\n", - " class=\"data row64 col11\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow64_col12\"\n", - " class=\"data row64 col12\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow64_col13\"\n", - " class=\"data row64 col13\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow64_col14\"\n", - " class=\"data row64 col14\" >\n", - " 1\n", - " \n", - 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id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow71_col4\"\n", - " class=\"data row71 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow71_col5\"\n", - " class=\"data row71 col5\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow71_col6\"\n", - " class=\"data row71 col6\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow71_col7\"\n", - " class=\"data row71 col7\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow71_col8\"\n", - " class=\"data row71 col8\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow71_col9\"\n", - " class=\"data row71 col9\" >\n", - " 5\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow71_col10\"\n", - " class=\"data row71 col10\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow71_col11\"\n", - " class=\"data row71 col11\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow71_col12\"\n", - " class=\"data row71 col12\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow71_col13\"\n", - " class=\"data row71 col13\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow71_col14\"\n", - " class=\"data row71 col14\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow71_col15\"\n", - " class=\"data row71 col15\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow71_col16\"\n", - " class=\"data row71 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow71_col17\"\n", - " class=\"data row71 col17\" >\n", - " 31\n", - " \n", 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class=\"data row74 col0\" >\n", - " 19\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow74_col1\"\n", - " class=\"data row74 col1\" >\n", - " JACCARD\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow74_col2\"\n", - " class=\"data row74 col2\" >\n", - " 156\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow74_col3\"\n", - " class=\"data row74 col3\" >\n", - " 366\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow74_col4\"\n", - " class=\"data row74 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow74_col5\"\n", - " class=\"data row74 col5\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow74_col6\"\n", - " class=\"data row74 col6\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow74_col7\"\n", - " class=\"data row74 col7\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow74_col8\"\n", - " class=\"data row74 col8\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow74_col9\"\n", - " class=\"data row74 col9\" >\n", - " 11\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow74_col10\"\n", - " class=\"data row74 col10\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow74_col11\"\n", - " class=\"data row74 col11\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow74_col12\"\n", - " class=\"data row74 col12\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow74_col13\"\n", - " class=\"data row74 col13\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow74_col14\"\n", - " class=\"data row74 col14\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow74_col15\"\n", - " class=\"data row74 col15\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow74_col16\"\n", - " class=\"data row74 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow74_col17\"\n", - " class=\"data row74 col17\" >\n", - " 248\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678b\"\n", - " class=\"row_heading level0 row75\" rowspan=1>\n", - " 75\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow75_col0\"\n", - " class=\"data row75 col0\" >\n", - " 19\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow75_col1\"\n", - " class=\"data row75 col1\" >\n", - " MCS\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow75_col2\"\n", - " class=\"data row75 col2\" >\n", - " 156\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow75_col3\"\n", - " class=\"data row75 col3\" >\n", - " 320.667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow75_col4\"\n", - " class=\"data row75 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow75_col5\"\n", - " class=\"data row75 col5\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow75_col6\"\n", - " class=\"data row75 col6\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow75_col7\"\n", - " class=\"data row75 col7\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow75_col8\"\n", - " class=\"data row75 col8\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow75_col9\"\n", - " class=\"data row75 col9\" >\n", - " 11\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow75_col10\"\n", - " class=\"data row75 col10\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow75_col11\"\n", - " class=\"data row75 col11\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow75_col12\"\n", - " class=\"data row75 col12\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow75_col13\"\n", - " class=\"data row75 col13\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow75_col14\"\n", - " class=\"data row75 col14\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow75_col15\"\n", - " class=\"data row75 col15\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow75_col16\"\n", - " class=\"data row75 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow75_col17\"\n", - " class=\"data row75 col17\" >\n", - " 248\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678b\"\n", - " class=\"row_heading level0 row76\" rowspan=1>\n", - " 76\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow76_col0\"\n", - " class=\"data row76 col0\" >\n", - " 19\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow76_col1\"\n", - " class=\"data row76 col1\" >\n", - " VEO\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow76_col2\"\n", - " class=\"data row76 col2\" >\n", - " 156\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow76_col3\"\n", - " class=\"data row76 col3\" >\n", - " 366\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow76_col4\"\n", - " class=\"data row76 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow76_col5\"\n", - " class=\"data row76 col5\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow76_col6\"\n", - " class=\"data row76 col6\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow76_col7\"\n", - " class=\"data row76 col7\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow76_col8\"\n", - " class=\"data row76 col8\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow76_col9\"\n", - " class=\"data row76 col9\" >\n", - " 11\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow76_col10\"\n", - " class=\"data row76 col10\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow76_col11\"\n", - " class=\"data row76 col11\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow76_col12\"\n", - " class=\"data row76 col12\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow76_col13\"\n", - " class=\"data row76 col13\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow76_col14\"\n", - " class=\"data row76 col14\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow76_col15\"\n", - " class=\"data row76 col15\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow76_col16\"\n", - " class=\"data row76 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow76_col17\"\n", - " class=\"data row76 col17\" >\n", - " 248\n", - " \n", - " \n", - " </tr>\n", - " \n", - " <tr>\n", - " \n", - " \n", - " <th id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678b\"\n", - " class=\"row_heading level0 row77\" rowspan=1>\n", - " 77\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow77_col0\"\n", - " class=\"data row77 col0\" >\n", - " 19\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow77_col1\"\n", - " class=\"data row77 col1\" >\n", - " WLSUBTREE\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow77_col2\"\n", - " class=\"data row77 col2\" >\n", - " 156\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow77_col3\"\n", - " class=\"data row77 col3\" >\n", - " 263.667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow77_col4\"\n", - " class=\"data row77 col4\" >\n", - " 3\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow77_col5\"\n", - " class=\"data row77 col5\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow77_col6\"\n", - " class=\"data row77 col6\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow77_col7\"\n", - " class=\"data row77 col7\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow77_col8\"\n", - " class=\"data row77 col8\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow77_col9\"\n", - " class=\"data row77 col9\" >\n", - " 6\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow77_col10\"\n", - " class=\"data row77 col10\" >\n", - " 0.666667\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow77_col11\"\n", - " class=\"data row77 col11\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow77_col12\"\n", - " class=\"data row77 col12\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow77_col13\"\n", - " class=\"data row77 col13\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow77_col14\"\n", - " class=\"data row77 col14\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow77_col15\"\n", - " class=\"data row77 col15\" >\n", - " 0.333333\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow77_col16\"\n", - " class=\"data row77 col16\" >\n", - " 1\n", - " \n", - " \n", - " \n", - " <td id=\"T_8f95f6c2_2dc8_11e8_a813_4c327598678brow77_col17\"\n", - " class=\"data row77 col17\" >\n", - " 248\n", - " \n", - " \n", - " </tr>\n", - " \n", - " </tbody>\n", - " </table>\n", - " " - ], - "text/plain": [ - "<pandas.formats.style.Styler at 0x10e95c630>" - ] - }, - "execution_count": 51, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "score_extension_1_size=extension_1.groupby([x_label,\"mesure\"],as_index=False).mean()\n", - "score_extension_1_size.style.background_gradient(subset=colorized_subset,low=0,high=1)" - ] - }, - { - "cell_type": "code", - "execution_count": 52, - "metadata": { - "ExecuteTime": { - "end_time": "2018-03-22T12:00:06.580814Z", - "start_time": "2018-03-22T12:00:06.439162Z" - } - }, - "outputs": [], - "source": [ - "key=[\"g1_size\",\"mesure\",\"c1_val\",\"c2_val\",\"c3_val\",\"c4_val\",\"c1*c2\",\"c1+c2\",\"c1*c2*c3\",\"c1*c3\",\"c1+c3\",\"c2*c3\"]\n", - "writer = pd.ExcelWriter('PerSizeAndPerMesurePerType.xlsx')\n", - "score_normal_size[key].to_excel(writer,'Normal')\n", - "score_gen_country_size[key].to_excel(writer,'GenCountry')\n", - "score_gen_region_size[key].to_excel(writer,'GenRegion')\n", - "score_extension_1_size[key].to_excel(writer,'Extension_1')\n", - "writer.save()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Pareto Frontier with x = G1_size" - ] - }, - { - "cell_type": "code", - "execution_count": 53, - "metadata": { - "ExecuteTime": { - "end_time": "2018-03-22T12:00:37.658721Z", - "start_time": "2018-03-22T12:00:37.648080Z" - } - }, - "outputs": [], - "source": [ - "# Thanks to http://hinnefe2.github.io/python/tools/2015/09/21/mario-kart.html\n", - "def is_pareto_front(dataf,row, xlabel, ylabel):\n", - " \n", - " x = row[xlabel]\n", - " y = row[ylabel]\n", - " \n", - " # look for points with the same y value but larger x value\n", - " is_max_x = dataf.loc[dataf[ylabel]==y].max()[xlabel] <= x\n", - " # look for points with the same x value but larger y value\n", - " is_max_y = dataf.loc[dataf[xlabel]==x].max()[ylabel] <= y\n", - " # look for points that are larger in both x and y\n", - " is_double = len(dataf.loc[(dataf[xlabel]>x) & (dataf[ylabel]>y)])==0\n", - " \n", - " return is_max_x and is_max_y and is_double\n" - ] - }, - { - "cell_type": "code", - "execution_count": 244, - "metadata": { - "ExecuteTime": { - "end_time": "2018-03-22T15:13:18.646121Z", - "start_time": "2018-03-22T15:13:18.556396Z" - } - }, - "outputs": [], - "source": [ - "\n", - "import colorlover as cl\n", - "cm=sns.color_palette(\"hls\", 8)\n", - "def draw_pareto_static(df,x_label,criteria,x_ax_label=\"X\",y_ax_label=\"Y\",title=\"Titre\"):\n", - " \n", - " fig, ax = plt.subplots(figsize=(10,5),ncols=1)\n", - " #axes=(ax1,ax2,ax3,ax4)\n", - " for i in range(len(criteria)):\n", - " y_label=criteria[i]\n", - " #df.assign(normalized=df.bought.div(df.groupby('user').bought.transform('sum')))\n", - " df_is_pareto = df.apply(lambda row: is_pareto_front(df,row, [x_label, y_label]), axis=1)\n", - " df_pareto = df.ix[df_is_pareto].sort_values(by=x_label)\n", - "\n", - " \n", - " sns.swarmplot(x=x_label, y=y_label, data=df, ax=ax,color=cm[i])\n", - " # plot the pareto frontier\n", - " ax.plot(df_pareto[x_label].index,df_pareto[y_label].values, '--',color=cm[i], label='P. Frontier for {0}'.format(criteria[i]))\n", - "\n", - " #ax.legend(loc='best')\n", - " plt.xlabel(x_ax_label)\n", - " plt.ylabel(y_ax_label)\n", - " plt.xticks(rotation=90)\n", - " plt.title(title)\n", - " \n", - "\n", - "def data_pareto(df,x_label,criteria):\n", - " \n", - " data=[]\n", - " for i in range(len(criteria)):\n", - " y_label=criteria[i]\n", - " #df.assign(normalized=df.bought.div(df.groupby('user').bought.transform('sum')))\n", - " df_is_pareto = df.apply(lambda row: is_pareto_front(df,row, [x_label, y_label]), axis=1)\n", - " df_pareto = df.ix[df_is_pareto].sort_values(by=x_label)\n", - " data.append(go.Scatter(\n", - " x=df[x_label], # assign x as the dataframe column 'x'\n", - " y=df[y_label],\n", - " mode=\"markers\",\n", - " marker = dict(\n", - " color = (\"rgb\"+str(cm[i])),\n", - " ),\n", - " name=\"{0} \".format(criteria[i]),\n", - " ))\n", - "\n", - " data.append(\n", - " go.Scatter(\n", - " x=df_pareto[x_label], # assign x as the dataframe column 'x'\n", - " y=df_pareto[y_label],\n", - " name=\"{0} Pareto Frontier\".format(criteria[i]),\n", - " line = dict(\n", - " color = (\"rgb\"+str(cm[i])),\n", - " width = 4,)\n", - " )\n", - "\n", - " )\n", - " return data\n", - "\n", - "def draw_pareto2(df,x_label,criteria,typeSTR=\"normal\",layout=None):\n", - " if not layout:\n", - " fig = go.Figure(data=data_pareto(df,x_label,criteria))\n", - " else:\n", - " fig = go.Figure(data=data_pareto(df,x_label,criteria), layout=layout)\n", - " return iplot(fig,filename='{0}_{1}_{2}.png'.format(x_label,\",\".join(criteria),typeSTR))\n" - ] - }, - { - "cell_type": "code", - "execution_count": 108, - "metadata": { - "ExecuteTime": { - "end_time": "2018-03-22T12:38:55.944994Z", - "start_time": "2018-03-22T12:38:55.936694Z" - } - }, - "outputs": [], - "source": [ - "def get_pareto_graph_ids(df,criteria):\n", - " set_=set([])\n", - " for c in criteria:\n", - " df_is_pareto = df.apply(lambda row: is_pareto_front(df,row, x_label, c), axis=1)\n", - " df_pareto = df.ix[df_is_pareto]\n", - " for i,row in df_pareto.iterrows():\n", - " set_.add(int(row.id_g1))\n", - " return list(set_)" - ] - }, - { - "cell_type": "code", - "execution_count": 58, - "metadata": { - "ExecuteTime": { - "end_time": "2018-03-22T12:01:41.167891Z", - "start_time": "2018-03-22T12:01:39.908072Z" - } - }, - "outputs": [], - "source": [ - "# Données nécessaire\n", - "x_label=\"id_g1\"\n", - "extension_1_g1_mean=extension_1.groupby([x_label],as_index=False).mean()\n", - "normal_g1_mean=normal.groupby([x_label],as_index=False).mean()\n", - "gen_region_g1_mean=gen_region.groupby([x_label],as_index=False).mean()\n", - "gen_country_g1_mean=gen_country.groupby([x_label],as_index=False).mean()\n", - "keys_alone=['c1_val', 'c2_val', 'c3_val', 'c4_val']\n", - "keys_combined=['c1*c2', 'c1*c2*c3', 'c1*c3', 'c2*c3']\n", - "\n", - "pareto_graphs={\n", - " \"normal\":sorted(get_pareto_graph_ids(normal_g1_mean,keys_alone)),\n", - " \"ext_1\":sorted(get_pareto_graph_ids(extension_1_g1_mean,keys_alone)),\n", - " \"gen_country\":sorted(get_pareto_graph_ids(gen_country_g1_mean,keys_alone)),\n", - " \"gen_region\":sorted(get_pareto_graph_ids(gen_region_g1_mean,keys_alone)),\n", - "}\n", - " \n", - "df_data={}\n", - "for d in pareto_graphs:\n", - " if not d in df_data:df_data[d]={}\n", - " for d2 in pareto_graphs:\n", - " df_data[d][d2]=jaccard_similarity(pareto_graphs[d],pareto_graphs[d2])" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Quelles graphes maximisent un critère ?\n", - "#### Normal" - ] - }, - { - "cell_type": "code", - "execution_count": 69, - "metadata": { - "ExecuteTime": { - "end_time": "2018-03-22T12:07:55.511470Z", - "start_time": "2018-03-22T12:07:55.135934Z" - } - }, - "outputs": [ - { - "data": { - "application/vnd.plotly.v1+json": { - "data": [ - { - "marker": { - "color": "rgb(0.86, 0.3712, 0.33999999999999997)" - }, - "mode": "markers", - "name": "c1_val ", - 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"start_time": "2018-03-22T16:26:52.966745Z" - } - }, - "outputs": [ - { - "ename": "KeyError", - "evalue": "('n', 'occurred at index 0')", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m/Library/Frameworks/Python.framework/Versions/3.6/lib/python3.6/site-packages/pandas/indexes/base.py\u001b[0m in \u001b[0;36mget_value\u001b[0;34m(self, series, key)\u001b[0m\n\u001b[1;32m 2174\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 2175\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mtslib\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_value_box\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0ms\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mkey\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 2176\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mIndexError\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32mpandas/tslib.pyx\u001b[0m in \u001b[0;36mpandas.tslib.get_value_box (pandas/tslib.c:19053)\u001b[0;34m()\u001b[0m\n", - "\u001b[0;32mpandas/tslib.pyx\u001b[0m in \u001b[0;36mpandas.tslib.get_value_box (pandas/tslib.c:18687)\u001b[0;34m()\u001b[0m\n", - "\u001b[0;31mTypeError\u001b[0m: 'str' object cannot be interpreted as an integer", - "\nDuring handling of the above exception, another exception occurred:\n", - "\u001b[0;31mKeyError\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m<ipython-input-337-7cdd5e29f18a>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m 1\u001b[0m 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\u001b[0mdraw_pareto2\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mnormal_size_mean\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mx_label\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m'es_in_common'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\"normal\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", - "\u001b[0;32m<ipython-input-244-85c76a567b54>\u001b[0m in \u001b[0;36mdraw_pareto2\u001b[0;34m(df, x_label, criteria, typeSTR, layout)\u001b[0m\n\u001b[1;32m 57\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mdraw_pareto2\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdf\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mx_label\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mcriteria\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mtypeSTR\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m\"normal\"\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mlayout\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 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\u001b[0me\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m<ipython-input-244-85c76a567b54>\u001b[0m in \u001b[0;36m<lambda>\u001b[0;34m(row)\u001b[0m\n\u001b[1;32m 30\u001b[0m \u001b[0my_label\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mcriteria\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mi\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 31\u001b[0m \u001b[0;31m#df.assign(normalized=df.bought.div(df.groupby('user').bought.transform('sum')))\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 32\u001b[0;31m \u001b[0mdf_is_pareto\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mdf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mapply\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;32mlambda\u001b[0m \u001b[0mrow\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mis_pareto_front\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdf\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mrow\u001b[0m\u001b[0;34m,\u001b[0m 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max(value)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m/Library/Frameworks/Python.framework/Versions/3.6/lib/python3.6/site-packages/pandas/core/series.py\u001b[0m in \u001b[0;36m__getitem__\u001b[0;34m(self, key)\u001b[0m\n\u001b[1;32m 601\u001b[0m \u001b[0mkey\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcom\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_apply_if_callable\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 602\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 603\u001b[0;31m \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mindex\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_value\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m 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\u001b[0;32mexcept\u001b[0m \u001b[0mException\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0;31m# pragma: no cover\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 2185\u001b[0m \u001b[0;32mraise\u001b[0m \u001b[0me1\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m/Library/Frameworks/Python.framework/Versions/3.6/lib/python3.6/site-packages/pandas/indexes/base.py\u001b[0m in \u001b[0;36mget_value\u001b[0;34m(self, series, key)\u001b[0m\n\u001b[1;32m 2167\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 2168\u001b[0m return self._engine.get_value(s, k,\n\u001b[0;32m-> 2169\u001b[0;31m tz=getattr(series.dtype, 'tz', None))\n\u001b[0m\u001b[1;32m 2170\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mKeyError\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0me1\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 2171\u001b[0m \u001b[0;32mif\u001b[0m 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(pandas/hashtable.c:13742)\u001b[0;34m()\u001b[0m\n", - "\u001b[0;32mpandas/src/hashtable_class_helper.pxi\u001b[0m in \u001b[0;36mpandas.hashtable.PyObjectHashTable.get_item (pandas/hashtable.c:13696)\u001b[0;34m()\u001b[0m\n", - "\u001b[0;31mKeyError\u001b[0m: ('n', 'occurred at index 0')" - ] - } - ], - "source": [ - "normal_size_mean=normal.groupby([\"id_g1\"],as_index=False).mean()\n", - "keys_=['es_in_common']\n", - "draw_pareto2(normal_size_mean,[x_label,'es_in_common'],\"normal\")" - ] - }, - { - "cell_type": "code", - "execution_count": 76, - "metadata": { - "ExecuteTime": { - "end_time": "2018-03-22T12:08:52.730684Z", - "start_time": "2018-03-22T12:08:52.726004Z" - } - }, - "outputs": [ - { - "data": { - "text/plain": [ - "{'ext_1': [14, 236, 304, 346, 359, 429, 476, 499, 503, 527],\n", - " 'gen_country': [92, 236, 300, 375, 426, 439, 453, 499, 503, 527],\n", - " 'gen_region': [14, 92, 211, 236, 304, 346, 359, 429, 439, 499, 527],\n", - " 'normal': [14, 92, 236, 346, 359, 424, 426, 429, 476, 499, 527]}" - ] - }, - "execution_count": 76, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "pareto_graphs" - ] - }, - { - "cell_type": "code", - "execution_count": 77, - "metadata": { - "ExecuteTime": { - "end_time": "2018-03-22T12:09:00.049483Z", - "start_time": "2018-03-22T12:09:00.038473Z" - } - }, - "outputs": [ - { - "data": { - "text/html": [ - "<div>\n", - "<table border=\"1\" class=\"dataframe\">\n", - " <thead>\n", - " <tr style=\"text-align: right;\">\n", - " <th></th>\n", - " <th>normal</th>\n", - " <th>ext_1</th>\n", - " <th>gen_country</th>\n", - " <th>gen_region</th>\n", - " </tr>\n", - " </thead>\n", - " <tbody>\n", - " <tr>\n", - " <th>ext_1</th>\n", - " <td>0.615385</td>\n", - " <td>1.000000</td>\n", - " <td>0.2500</td>\n", - " <td>0.615385</td>\n", - " </tr>\n", - " <tr>\n", - " <th>gen_country</th>\n", - " <td>0.312500</td>\n", - " <td>0.250000</td>\n", - " <td>1.0000</td>\n", - " <td>0.312500</td>\n", - " </tr>\n", - " <tr>\n", - " <th>gen_region</th>\n", - " <td>0.571429</td>\n", - " <td>0.615385</td>\n", - " <td>0.3125</td>\n", - " <td>1.000000</td>\n", - " </tr>\n", - " <tr>\n", - " <th>normal</th>\n", - " <td>1.000000</td>\n", - " <td>0.615385</td>\n", - " <td>0.3125</td>\n", - " <td>0.571429</td>\n", - " </tr>\n", - " </tbody>\n", - "</table>\n", - "</div>" - ], - "text/plain": [ - " normal ext_1 gen_country gen_region\n", - "ext_1 0.615385 1.000000 0.2500 0.615385\n", - "gen_country 0.312500 0.250000 1.0000 0.312500\n", - "gen_region 0.571429 0.615385 0.3125 1.000000\n", - "normal 1.000000 0.615385 0.3125 0.571429" - ] - }, - "execution_count": 77, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "pd.DataFrame(df_data,columns=df_data.keys())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "GenCountry apporte le plus de changement dans les graphes \"optimum\", i.e., graphes validant un critère sur les différentes mesures." - ] - }, - { - "cell_type": "code", - "execution_count": 140, - "metadata": { - "ExecuteTime": { - "end_time": "2018-03-22T12:51:31.568077Z", - "start_time": "2018-03-22T12:51:31.552003Z" - } - }, - "outputs": [], - "source": [ - "# Données nécessaire\n", - "x_label=\"mesure\"\n", - "dataf=df.groupby(['type',x_label],as_index=False).mean()\n", - "dataf['fusion'] = dataf[['type',x_label]].apply(lambda x: ''.join(x),axis=1)\n", - "#normal_g1_mean=normal.groupby(['type',x_label],as_index=False).mean()\n", - "#gen_region_g1_mean=gen_region.groupby([x_label],as_index=False).mean()\n", - "#gen_country_g1_mean=gen_country.groupby([x_label],as_index=False).mean()\n", - "keys_alone=['c1_val', 'c2_val', 'c3_val', 'c4_val']\n", - "keys_combined=['c1*c2', 'c1*c2*c3', 'c1*c3', 'c2*c3']\n", - "\n" - ] - }, - { - "cell_type": "code", - "execution_count": 144, - "metadata": { - "ExecuteTime": { - "end_time": "2018-03-22T12:52:27.342843Z", - "start_time": "2018-03-22T12:52:27.302685Z" - } - }, - "outputs": [ - { - "data": { - "text/html": [ - "<div>\n", - "<table border=\"1\" class=\"dataframe\">\n", - " <thead>\n", - " <tr style=\"text-align: right;\">\n", - " <th></th>\n", - " <th>type</th>\n", - " <th>mesure</th>\n", - " <th>id_g1</th>\n", - " <th>id_g2</th>\n", - " <th>id_user</th>\n", - " <th>c1_val</th>\n", - " <th>c2_val</th>\n", - " <th>c3_val</th>\n", - " <th>c4_val</th>\n", - " <th>g1_size</th>\n", - " <th>g2_size</th>\n", - " <th>c1*c2</th>\n", - " <th>c1+c2</th>\n", - " <th>c1*c2*c3</th>\n", - " <th>c1*c3</th>\n", - " <th>c1+c3</th>\n", - " <th>c2*c3</th>\n", - " <th>for_c</th>\n", - " <th>es_in_common</th>\n", - " <th>fusion</th>\n", - " </tr>\n", - " </thead>\n", - " <tbody>\n", - " <tr>\n", - " <th>0</th>\n", - " <td>extension_1</td>\n", - " <td>BOC</td>\n", - " <td>241.380000</td>\n", - " <td>252.433333</td>\n", - " <td>3.0</td>\n", - " <td>0.920000</td>\n", - " <td>0.720000</td>\n", - " <td>0.440000</td>\n", - " <td>0.400000</td>\n", - " <td>4.920000</td>\n", - " <td>3.840000</td>\n", - " <td>0.693333</td>\n", - " <td>0.946667</td>\n", - " <td>0.413333</td>\n", - " <td>0.433333</td>\n", - " <td>0.926667</td>\n", - " <td>0.420000</td>\n", - " <td>1.0</td>\n", - " <td>70.320000</td>\n", - " <td>extension_1BOC</td>\n", - " </tr>\n", - " <tr>\n", - " <th>1</th>\n", - " <td>extension_1</td>\n", - " <td>BOWSE</td>\n", - " <td>241.380000</td>\n", - " <td>252.866667</td>\n", - " <td>3.0</td>\n", - " <td>0.926667</td>\n", - " <td>0.780000</td>\n", - " <td>0.460000</td>\n", - " <td>0.440000</td>\n", - " <td>4.920000</td>\n", - " <td>4.066667</td>\n", - " <td>0.753333</td>\n", - " <td>0.953333</td>\n", - " <td>0.420000</td>\n", - " <td>0.453333</td>\n", - " <td>0.933333</td>\n", - " <td>0.426667</td>\n", - " <td>1.0</td>\n", - " <td>70.320000</td>\n", - " <td>extension_1BOWSE</td>\n", - " </tr>\n", - " <tr>\n", - " <th>2</th>\n", - " <td>extension_1</td>\n", - " <td>JACCARD</td>\n", - " <td>241.380000</td>\n", - " <td>288.740000</td>\n", - " <td>3.0</td>\n", - " <td>0.473333</td>\n", - " <td>0.480000</td>\n", - " <td>0.260000</td>\n", - " <td>0.246667</td>\n", - " <td>4.920000</td>\n", - " <td>4.986667</td>\n", - " <td>0.466667</td>\n", - " <td>0.486667</td>\n", - " <td>0.260000</td>\n", - " <td>0.260000</td>\n", - " <td>0.473333</td>\n", - " <td>0.260000</td>\n", - " <td>1.0</td>\n", - " <td>70.320000</td>\n", - " <td>extension_1JACCARD</td>\n", - " </tr>\n", - " <tr>\n", - " <th>3</th>\n", - " <td>extension_1</td>\n", - " <td>MCS</td>\n", - " <td>241.380000</td>\n", - " <td>270.100000</td>\n", - " <td>3.0</td>\n", - " <td>0.926667</td>\n", - " <td>0.833333</td>\n", - " <td>0.493333</td>\n", - " <td>0.440000</td>\n", - " <td>4.920000</td>\n", - " <td>4.760000</td>\n", - " <td>0.813333</td>\n", - " <td>0.946667</td>\n", - " <td>0.453333</td>\n", - " <td>0.486667</td>\n", - " <td>0.933333</td>\n", - " <td>0.460000</td>\n", - " <td>1.0</td>\n", - " <td>70.320000</td>\n", - " <td>extension_1MCS</td>\n", - " </tr>\n", - " <tr>\n", - " <th>4</th>\n", - " <td>extension_1</td>\n", - " <td>VEO</td>\n", - " <td>241.380000</td>\n", - " <td>255.640000</td>\n", - " <td>3.0</td>\n", - " <td>0.920000</td>\n", - " <td>0.820000</td>\n", - " <td>0.486667</td>\n", - " <td>0.453333</td>\n", - " <td>4.920000</td>\n", - " <td>4.533333</td>\n", - " <td>0.800000</td>\n", - " <td>0.940000</td>\n", - " <td>0.446667</td>\n", - " <td>0.480000</td>\n", - " <td>0.926667</td>\n", - " <td>0.453333</td>\n", - " <td>1.0</td>\n", - " <td>70.320000</td>\n", - " <td>extension_1VEO</td>\n", - " </tr>\n", - " <tr>\n", - " <th>5</th>\n", - " <td>extension_1</td>\n", - " <td>WLSUBTREE</td>\n", - " <td>241.380000</td>\n", - " <td>270.600000</td>\n", - " <td>3.0</td>\n", - " <td>0.786667</td>\n", - " <td>0.706667</td>\n", - " <td>0.413333</td>\n", - " <td>0.280000</td>\n", - " <td>4.920000</td>\n", - " <td>4.840000</td>\n", - " <td>0.673333</td>\n", - " <td>0.820000</td>\n", - " <td>0.386667</td>\n", - " <td>0.400000</td>\n", - " <td>0.800000</td>\n", - " <td>0.400000</td>\n", - " <td>1.0</td>\n", - " <td>70.320000</td>\n", - " <td>extension_1WLSUBTREE</td>\n", - " </tr>\n", - " <tr>\n", - " <th>6</th>\n", - " <td>gen_country</td>\n", - " <td>BOC</td>\n", - " <td>237.653061</td>\n", - " <td>253.938776</td>\n", - " <td>3.0</td>\n", - " <td>0.727891</td>\n", - " <td>0.884354</td>\n", - " <td>0.489796</td>\n", - " <td>0.367347</td>\n", - " <td>5.000000</td>\n", - " <td>4.530612</td>\n", - " <td>0.680272</td>\n", - " <td>0.931973</td>\n", - " <td>0.414966</td>\n", - " <td>0.428571</td>\n", - " <td>0.789116</td>\n", - " <td>0.476190</td>\n", - " <td>1.0</td>\n", - " <td>70.000000</td>\n", - " <td>gen_countryBOC</td>\n", - " </tr>\n", - " <tr>\n", - " <th>7</th>\n", - " <td>gen_country</td>\n", - " <td>BOWSE</td>\n", - " <td>241.489796</td>\n", - " <td>249.619048</td>\n", - " <td>3.0</td>\n", - " <td>0.768707</td>\n", - " <td>0.911565</td>\n", - " <td>0.530612</td>\n", - " <td>0.394558</td>\n", - " <td>4.979592</td>\n", - " <td>4.591837</td>\n", - " <td>0.714286</td>\n", - " <td>0.965986</td>\n", - " <td>0.442177</td>\n", - " <td>0.469388</td>\n", - " <td>0.829932</td>\n", - " <td>0.503401</td>\n", - " <td>1.0</td>\n", - " <td>70.224490</td>\n", - " <td>gen_countryBOWSE</td>\n", - " </tr>\n", - " <tr>\n", - " <th>8</th>\n", - " <td>gen_country</td>\n", - " <td>GREEDY</td>\n", - " <td>236.604167</td>\n", - " <td>204.062500</td>\n", - " <td>3.0</td>\n", - " <td>0.548611</td>\n", - " <td>0.652778</td>\n", - " <td>0.354167</td>\n", - " <td>0.256944</td>\n", - " <td>5.062500</td>\n", - " <td>4.111111</td>\n", - " <td>0.451389</td>\n", - " <td>0.750000</td>\n", - " <td>0.305556</td>\n", - " <td>0.319444</td>\n", - " <td>0.583333</td>\n", - " <td>0.340278</td>\n", - " <td>1.0</td>\n", - " <td>69.854167</td>\n", - " <td>gen_countryGREEDY</td>\n", - " </tr>\n", - " <tr>\n", - " <th>9</th>\n", - " <td>gen_country</td>\n", - " <td>HED</td>\n", - " <td>242.325581</td>\n", - " <td>264.108527</td>\n", - " <td>3.0</td>\n", - " <td>0.829457</td>\n", - " <td>0.875969</td>\n", - " <td>0.519380</td>\n", - " <td>0.403101</td>\n", - " <td>5.325581</td>\n", - " <td>3.914729</td>\n", - " <td>0.744186</td>\n", - " <td>0.961240</td>\n", - " <td>0.449612</td>\n", - " <td>0.465116</td>\n", - " <td>0.883721</td>\n", - " <td>0.503876</td>\n", - " <td>1.0</td>\n", - " <td>78.488372</td>\n", - " <td>gen_countryHED</td>\n", - " </tr>\n", - " <tr>\n", - " <th>10</th>\n", - " <td>gen_country</td>\n", - " <td>JACCARD</td>\n", - " <td>241.380000</td>\n", - " <td>308.413333</td>\n", - " <td>3.0</td>\n", - " <td>0.440000</td>\n", - " <td>0.480000</td>\n", - " <td>0.220000</td>\n", - " <td>0.193333</td>\n", - " <td>4.920000</td>\n", - " <td>5.373333</td>\n", - " <td>0.440000</td>\n", - " <td>0.480000</td>\n", - " <td>0.213333</td>\n", - " <td>0.213333</td>\n", - " <td>0.446667</td>\n", - " <td>0.220000</td>\n", - " <td>1.0</td>\n", - " <td>70.320000</td>\n", - " <td>gen_countryJACCARD</td>\n", - " </tr>\n", - " <tr>\n", - " <th>11</th>\n", - " <td>gen_country</td>\n", - " <td>MCS</td>\n", - " <td>241.380000</td>\n", - " <td>256.973333</td>\n", - " <td>3.0</td>\n", - " <td>0.793333</td>\n", - " <td>0.926667</td>\n", - " <td>0.506667</td>\n", - " <td>0.420000</td>\n", - " <td>4.920000</td>\n", - " <td>5.280000</td>\n", - " <td>0.746667</td>\n", - " <td>0.973333</td>\n", - " <td>0.453333</td>\n", - " <td>0.473333</td>\n", - " <td>0.826667</td>\n", - " <td>0.486667</td>\n", - " <td>1.0</td>\n", - " <td>70.320000</td>\n", - " <td>gen_countryMCS</td>\n", - " </tr>\n", - " <tr>\n", - " <th>12</th>\n", - " <td>gen_country</td>\n", - " <td>VEO</td>\n", - " <td>241.380000</td>\n", - " <td>258.473333</td>\n", - " <td>3.0</td>\n", - " <td>0.820000</td>\n", - " <td>0.926667</td>\n", - " <td>0.533333</td>\n", - " <td>0.440000</td>\n", - " <td>4.920000</td>\n", - " <td>5.100000</td>\n", - " <td>0.773333</td>\n", - " <td>0.973333</td>\n", - " <td>0.466667</td>\n", - " <td>0.486667</td>\n", - " <td>0.866667</td>\n", - " <td>0.513333</td>\n", - " <td>1.0</td>\n", - " <td>70.320000</td>\n", - " <td>gen_countryVEO</td>\n", - " </tr>\n", - " <tr>\n", - " <th>13</th>\n", - " <td>gen_region</td>\n", - " <td>BOC</td>\n", - " <td>241.380000</td>\n", - " <td>255.513333</td>\n", - " <td>3.0</td>\n", - " <td>0.920000</td>\n", - " <td>0.773333</td>\n", - " <td>0.466667</td>\n", - " <td>0.406667</td>\n", - " <td>4.920000</td>\n", - " <td>4.140000</td>\n", - " <td>0.733333</td>\n", - " <td>0.960000</td>\n", - " <td>0.440000</td>\n", - " <td>0.460000</td>\n", - " <td>0.926667</td>\n", - " <td>0.446667</td>\n", - " <td>1.0</td>\n", - " <td>70.320000</td>\n", - " <td>gen_regionBOC</td>\n", - " </tr>\n", - " <tr>\n", - " <th>14</th>\n", - " <td>gen_region</td>\n", - " <td>BOWSE</td>\n", - " <td>241.380000</td>\n", - " <td>259.640000</td>\n", - " <td>3.0</td>\n", - " <td>0.926667</td>\n", - " <td>0.833333</td>\n", - " <td>0.513333</td>\n", - " <td>0.433333</td>\n", - " <td>4.920000</td>\n", - " <td>4.386667</td>\n", - " <td>0.800000</td>\n", - " <td>0.960000</td>\n", - " <td>0.473333</td>\n", - " <td>0.506667</td>\n", - " <td>0.933333</td>\n", - " <td>0.480000</td>\n", - " <td>1.0</td>\n", - " <td>70.320000</td>\n", - " <td>gen_regionBOWSE</td>\n", - " </tr>\n", - " <tr>\n", - " <th>15</th>\n", - " <td>gen_region</td>\n", - " <td>GREEDY</td>\n", - " <td>241.380000</td>\n", - " <td>184.693333</td>\n", - " <td>3.0</td>\n", - " <td>0.520000</td>\n", - " <td>0.500000</td>\n", - " <td>0.293333</td>\n", - " <td>0.240000</td>\n", - " <td>4.920000</td>\n", - " <td>3.573333</td>\n", - " <td>0.446667</td>\n", - " <td>0.573333</td>\n", - " <td>0.280000</td>\n", - " <td>0.280000</td>\n", - " <td>0.533333</td>\n", - " <td>0.293333</td>\n", - " <td>1.0</td>\n", - " <td>70.320000</td>\n", - " <td>gen_regionGREEDY</td>\n", - " </tr>\n", - " <tr>\n", - " <th>16</th>\n", - " <td>gen_region</td>\n", - " <td>HED</td>\n", - " <td>221.592593</td>\n", - " <td>254.888889</td>\n", - " <td>3.0</td>\n", - " <td>1.000000</td>\n", - " <td>0.753086</td>\n", - " <td>0.370370</td>\n", - " <td>0.283951</td>\n", - " <td>7.407407</td>\n", - " <td>3.123457</td>\n", - " <td>0.753086</td>\n", - " <td>1.000000</td>\n", - " <td>0.370370</td>\n", - " <td>0.370370</td>\n", - " <td>1.000000</td>\n", - " <td>0.370370</td>\n", - " <td>1.0</td>\n", - " <td>111.259259</td>\n", - " <td>gen_regionHED</td>\n", - " </tr>\n", - " <tr>\n", - " <th>17</th>\n", - " <td>gen_region</td>\n", - " <td>JACCARD</td>\n", - " <td>241.380000</td>\n", - " <td>288.466667</td>\n", - " <td>3.0</td>\n", - " <td>0.533333</td>\n", - " <td>0.526667</td>\n", - " <td>0.280000</td>\n", - " <td>0.273333</td>\n", - " <td>4.920000</td>\n", - " <td>5.180000</td>\n", - " <td>0.513333</td>\n", - " <td>0.546667</td>\n", - " <td>0.280000</td>\n", - " <td>0.280000</td>\n", - " <td>0.533333</td>\n", - " <td>0.280000</td>\n", - " <td>1.0</td>\n", - " <td>70.320000</td>\n", - " <td>gen_regionJACCARD</td>\n", - " </tr>\n", - " <tr>\n", - " <th>18</th>\n", - " <td>gen_region</td>\n", - " <td>MCS</td>\n", - " <td>241.380000</td>\n", - " <td>266.933333</td>\n", - " <td>3.0</td>\n", - " <td>0.920000</td>\n", - " <td>0.873333</td>\n", - " <td>0.520000</td>\n", - " <td>0.446667</td>\n", - " <td>4.920000</td>\n", - " <td>4.780000</td>\n", - " <td>0.846667</td>\n", - " <td>0.946667</td>\n", - " <td>0.486667</td>\n", - " <td>0.513333</td>\n", - " <td>0.926667</td>\n", - " <td>0.493333</td>\n", - " <td>1.0</td>\n", - " <td>70.320000</td>\n", - " <td>gen_regionMCS</td>\n", - " </tr>\n", - " <tr>\n", - " <th>19</th>\n", - " <td>gen_region</td>\n", - " <td>VEO</td>\n", - " <td>241.380000</td>\n", - " <td>259.226667</td>\n", - " <td>3.0</td>\n", - " <td>0.926667</td>\n", - " <td>0.840000</td>\n", - " <td>0.506667</td>\n", - " <td>0.440000</td>\n", - " <td>4.920000</td>\n", - " <td>4.660000</td>\n", - " <td>0.820000</td>\n", - " <td>0.946667</td>\n", - " <td>0.466667</td>\n", - " <td>0.500000</td>\n", - " <td>0.933333</td>\n", - " <td>0.473333</td>\n", - " <td>1.0</td>\n", - " <td>70.320000</td>\n", - " <td>gen_regionVEO</td>\n", - " </tr>\n", - " <tr>\n", - " <th>20</th>\n", - " <td>normal</td>\n", - " <td>BOC</td>\n", - " <td>241.380000</td>\n", - " <td>267.100000</td>\n", - " <td>3.0</td>\n", - " <td>0.926667</td>\n", - " <td>0.746667</td>\n", - " <td>0.460000</td>\n", - " <td>0.406667</td>\n", - " <td>4.920000</td>\n", - " <td>4.100000</td>\n", - " <td>0.720000</td>\n", - " <td>0.953333</td>\n", - " <td>0.433333</td>\n", - " <td>0.453333</td>\n", - " <td>0.933333</td>\n", - " <td>0.440000</td>\n", - " <td>1.0</td>\n", - " <td>70.320000</td>\n", - " <td>normalBOC</td>\n", - " </tr>\n", - " <tr>\n", - " <th>21</th>\n", - " <td>normal</td>\n", - " <td>BOWSE</td>\n", - " <td>244.387755</td>\n", - " <td>265.387755</td>\n", - " <td>3.0</td>\n", - " <td>0.925170</td>\n", - " <td>0.809524</td>\n", - " <td>0.476190</td>\n", - " <td>0.435374</td>\n", - " <td>4.877551</td>\n", - " <td>4.136054</td>\n", - " <td>0.782313</td>\n", - " <td>0.952381</td>\n", - " <td>0.435374</td>\n", - " <td>0.469388</td>\n", - " <td>0.931973</td>\n", - " <td>0.442177</td>\n", - " <td>1.0</td>\n", - " <td>71.306122</td>\n", - " <td>normalBOWSE</td>\n", - " </tr>\n", - " <tr>\n", - " <th>22</th>\n", - " <td>normal</td>\n", - " <td>GED</td>\n", - " <td>221.088235</td>\n", - " <td>273.127451</td>\n", - " <td>3.0</td>\n", - " <td>0.950980</td>\n", - " <td>0.784314</td>\n", - " <td>0.372549</td>\n", - " <td>0.343137</td>\n", - " <td>6.294118</td>\n", - " <td>3.372549</td>\n", - " <td>0.774510</td>\n", - " <td>0.960784</td>\n", - " <td>0.343137</td>\n", - " <td>0.372549</td>\n", - " <td>0.950980</td>\n", - " <td>0.343137</td>\n", - " <td>1.0</td>\n", - " <td>94.823529</td>\n", - " <td>normalGED</td>\n", - " </tr>\n", - " <tr>\n", - " <th>23</th>\n", - " <td>normal</td>\n", - " <td>GREEDY</td>\n", - " <td>237.346939</td>\n", - " <td>180.870748</td>\n", - " <td>3.0</td>\n", - " <td>0.455782</td>\n", - " <td>0.380952</td>\n", - " <td>0.265306</td>\n", - " <td>0.224490</td>\n", - " <td>4.938776</td>\n", - " <td>3.897959</td>\n", - " <td>0.367347</td>\n", - " <td>0.469388</td>\n", - " <td>0.265306</td>\n", - " <td>0.265306</td>\n", - " <td>0.455782</td>\n", - " <td>0.265306</td>\n", - " <td>1.0</td>\n", - " <td>71.326531</td>\n", - " <td>normalGREEDY</td>\n", - " </tr>\n", - " <tr>\n", - " <th>24</th>\n", - " <td>normal</td>\n", - " <td>HED</td>\n", - " <td>219.700000</td>\n", - " <td>246.266667</td>\n", - " <td>3.0</td>\n", - " <td>0.988889</td>\n", - " <td>0.744444</td>\n", - " <td>0.355556</td>\n", - " <td>0.344444</td>\n", - " <td>6.933333</td>\n", - " <td>3.033333</td>\n", - " <td>0.744444</td>\n", - " <td>0.988889</td>\n", - " <td>0.355556</td>\n", - " <td>0.355556</td>\n", - " <td>0.988889</td>\n", - " <td>0.355556</td>\n", - " <td>1.0</td>\n", - " <td>103.133333</td>\n", - " <td>normalHED</td>\n", - " </tr>\n", - " <tr>\n", - " <th>25</th>\n", - " <td>normal</td>\n", - " <td>JACCARD</td>\n", - " <td>241.380000</td>\n", - " <td>290.133333</td>\n", - " <td>3.0</td>\n", - " <td>0.466667</td>\n", - " <td>0.473333</td>\n", - " <td>0.266667</td>\n", - " <td>0.260000</td>\n", - " <td>4.920000</td>\n", - " <td>5.193333</td>\n", - " <td>0.460000</td>\n", - " <td>0.480000</td>\n", - " <td>0.266667</td>\n", - " <td>0.266667</td>\n", - " <td>0.466667</td>\n", - " <td>0.266667</td>\n", - " <td>1.0</td>\n", - " <td>70.320000</td>\n", - " <td>normalJACCARD</td>\n", - " </tr>\n", - " <tr>\n", - " <th>26</th>\n", - " <td>normal</td>\n", - " <td>MCS</td>\n", - " <td>240.102041</td>\n", - " <td>265.972789</td>\n", - " <td>3.0</td>\n", - " <td>0.925170</td>\n", - " <td>0.850340</td>\n", - " <td>0.489796</td>\n", - " <td>0.428571</td>\n", - " <td>4.979592</td>\n", - " <td>4.993197</td>\n", - " <td>0.836735</td>\n", - " <td>0.938776</td>\n", - " <td>0.469388</td>\n", - " <td>0.482993</td>\n", - " <td>0.931973</td>\n", - " <td>0.476190</td>\n", - " <td>1.0</td>\n", - " <td>71.448980</td>\n", - " <td>normalMCS</td>\n", - " </tr>\n", - " </tbody>\n", - "</table>\n", - "</div>" - ], - "text/plain": [ - " type mesure id_g1 id_g2 id_user c1_val \\\n", - "0 extension_1 BOC 241.380000 252.433333 3.0 0.920000 \n", - "1 extension_1 BOWSE 241.380000 252.866667 3.0 0.926667 \n", - "2 extension_1 JACCARD 241.380000 288.740000 3.0 0.473333 \n", - "3 extension_1 MCS 241.380000 270.100000 3.0 0.926667 \n", - "4 extension_1 VEO 241.380000 255.640000 3.0 0.920000 \n", - "5 extension_1 WLSUBTREE 241.380000 270.600000 3.0 0.786667 \n", - "6 gen_country BOC 237.653061 253.938776 3.0 0.727891 \n", - "7 gen_country BOWSE 241.489796 249.619048 3.0 0.768707 \n", - "8 gen_country GREEDY 236.604167 204.062500 3.0 0.548611 \n", - "9 gen_country HED 242.325581 264.108527 3.0 0.829457 \n", - "10 gen_country JACCARD 241.380000 308.413333 3.0 0.440000 \n", - "11 gen_country MCS 241.380000 256.973333 3.0 0.793333 \n", - "12 gen_country VEO 241.380000 258.473333 3.0 0.820000 \n", - "13 gen_region BOC 241.380000 255.513333 3.0 0.920000 \n", - "14 gen_region BOWSE 241.380000 259.640000 3.0 0.926667 \n", - "15 gen_region GREEDY 241.380000 184.693333 3.0 0.520000 \n", - "16 gen_region HED 221.592593 254.888889 3.0 1.000000 \n", - "17 gen_region JACCARD 241.380000 288.466667 3.0 0.533333 \n", - "18 gen_region MCS 241.380000 266.933333 3.0 0.920000 \n", - "19 gen_region VEO 241.380000 259.226667 3.0 0.926667 \n", - "20 normal BOC 241.380000 267.100000 3.0 0.926667 \n", - "21 normal BOWSE 244.387755 265.387755 3.0 0.925170 \n", - "22 normal GED 221.088235 273.127451 3.0 0.950980 \n", - "23 normal GREEDY 237.346939 180.870748 3.0 0.455782 \n", - "24 normal HED 219.700000 246.266667 3.0 0.988889 \n", - "25 normal JACCARD 241.380000 290.133333 3.0 0.466667 \n", - "26 normal MCS 240.102041 265.972789 3.0 0.925170 \n", - "\n", - " c2_val c3_val c4_val g1_size g2_size c1*c2 c1+c2 \\\n", - "0 0.720000 0.440000 0.400000 4.920000 3.840000 0.693333 0.946667 \n", - "1 0.780000 0.460000 0.440000 4.920000 4.066667 0.753333 0.953333 \n", - "2 0.480000 0.260000 0.246667 4.920000 4.986667 0.466667 0.486667 \n", - "3 0.833333 0.493333 0.440000 4.920000 4.760000 0.813333 0.946667 \n", - "4 0.820000 0.486667 0.453333 4.920000 4.533333 0.800000 0.940000 \n", - "5 0.706667 0.413333 0.280000 4.920000 4.840000 0.673333 0.820000 \n", - "6 0.884354 0.489796 0.367347 5.000000 4.530612 0.680272 0.931973 \n", - "7 0.911565 0.530612 0.394558 4.979592 4.591837 0.714286 0.965986 \n", - "8 0.652778 0.354167 0.256944 5.062500 4.111111 0.451389 0.750000 \n", - "9 0.875969 0.519380 0.403101 5.325581 3.914729 0.744186 0.961240 \n", - "10 0.480000 0.220000 0.193333 4.920000 5.373333 0.440000 0.480000 \n", - "11 0.926667 0.506667 0.420000 4.920000 5.280000 0.746667 0.973333 \n", - "12 0.926667 0.533333 0.440000 4.920000 5.100000 0.773333 0.973333 \n", - "13 0.773333 0.466667 0.406667 4.920000 4.140000 0.733333 0.960000 \n", - "14 0.833333 0.513333 0.433333 4.920000 4.386667 0.800000 0.960000 \n", - "15 0.500000 0.293333 0.240000 4.920000 3.573333 0.446667 0.573333 \n", - "16 0.753086 0.370370 0.283951 7.407407 3.123457 0.753086 1.000000 \n", - "17 0.526667 0.280000 0.273333 4.920000 5.180000 0.513333 0.546667 \n", - "18 0.873333 0.520000 0.446667 4.920000 4.780000 0.846667 0.946667 \n", - "19 0.840000 0.506667 0.440000 4.920000 4.660000 0.820000 0.946667 \n", - "20 0.746667 0.460000 0.406667 4.920000 4.100000 0.720000 0.953333 \n", - "21 0.809524 0.476190 0.435374 4.877551 4.136054 0.782313 0.952381 \n", - "22 0.784314 0.372549 0.343137 6.294118 3.372549 0.774510 0.960784 \n", - "23 0.380952 0.265306 0.224490 4.938776 3.897959 0.367347 0.469388 \n", - "24 0.744444 0.355556 0.344444 6.933333 3.033333 0.744444 0.988889 \n", - "25 0.473333 0.266667 0.260000 4.920000 5.193333 0.460000 0.480000 \n", - "26 0.850340 0.489796 0.428571 4.979592 4.993197 0.836735 0.938776 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0.533333 0.293333 1.0 70.320000 \n", - "16 0.370370 0.370370 1.000000 0.370370 1.0 111.259259 \n", - "17 0.280000 0.280000 0.533333 0.280000 1.0 70.320000 \n", - "18 0.486667 0.513333 0.926667 0.493333 1.0 70.320000 \n", - "19 0.466667 0.500000 0.933333 0.473333 1.0 70.320000 \n", - "20 0.433333 0.453333 0.933333 0.440000 1.0 70.320000 \n", - "21 0.435374 0.469388 0.931973 0.442177 1.0 71.306122 \n", - "22 0.343137 0.372549 0.950980 0.343137 1.0 94.823529 \n", - "23 0.265306 0.265306 0.455782 0.265306 1.0 71.326531 \n", - "24 0.355556 0.355556 0.988889 0.355556 1.0 103.133333 \n", - "25 0.266667 0.266667 0.466667 0.266667 1.0 70.320000 \n", - "26 0.469388 0.482993 0.931973 0.476190 1.0 71.448980 \n", - "\n", - " fusion \n", - "0 extension_1BOC \n", - "1 extension_1BOWSE \n", - "2 extension_1JACCARD \n", - "3 extension_1MCS \n", - "4 extension_1VEO \n", - "5 extension_1WLSUBTREE \n", - "6 gen_countryBOC \n", - "7 gen_countryBOWSE \n", - "8 gen_countryGREEDY \n", - "9 gen_countryHED \n", - "10 gen_countryJACCARD \n", - "11 gen_countryMCS \n", - "12 gen_countryVEO \n", - "13 gen_regionBOC \n", - "14 gen_regionBOWSE \n", - "15 gen_regionGREEDY \n", - "16 gen_regionHED \n", - "17 gen_regionJACCARD \n", - "18 gen_regionMCS \n", - "19 gen_regionVEO \n", - "20 normalBOC \n", - "21 normalBOWSE \n", - "22 normalGED \n", - "23 normalGREEDY \n", - "24 normalHED \n", - "25 normalJACCARD \n", - "26 normalMCS " - ] - }, - "execution_count": 144, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "dataf" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Quelles couples mesures/types maximisent un critère ?" - ] - }, - { - "cell_type": "code", - "execution_count": 197, - "metadata": { - "ExecuteTime": { - "end_time": "2018-03-22T13:40:03.461889Z", - "start_time": "2018-03-22T13:40:03.188132Z" - } - }, - "outputs": [ - { - "data": { - "application/vnd.plotly.v1+json": { - "data": [ - { - "marker": { - "color": "rgb(0.86, 0.3712, 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160)\n", - ")\n", - "draw_pareto2(dataf,\"fusion\",keys_alone,\"normal\",layout)" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "ExecuteTime": { - "end_time": "2018-03-21T00:07:33.260175Z", - "start_time": "2018-03-21T00:07:32.116301Z" - } - }, - "source": [ - "### Quelles couples mesures/types maximisent des critères combinées?" - ] - }, - { - "cell_type": "code", - "execution_count": 81, - "metadata": { - "ExecuteTime": { - "end_time": "2018-03-22T12:09:31.070250Z", - "start_time": "2018-03-22T12:09:30.754556Z" - }, - "scrolled": false - }, - "outputs": [ - { - "data": { - "application/vnd.plotly.v1+json": { - "data": [ - { - "marker": { - "color": "rgb(0.86, 0.3712, 0.33999999999999997)" - }, - "mode": "markers", - "name": "c1*c2 ", - "type": "scatter", - "x": [ - "extension_1BOC", - "extension_1BOWSE", - "extension_1JACCARD", - "extension_1MCS", - "extension_1VEO", - "extension_1WLSUBTREE", - "gen_countryBOC", - "gen_countryBOWSE", - "gen_countryGREEDY", - 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in range(len(columns)):\n", - " val=values[c]\n", - " col=columns[c]\n", - " bool_temp=True\n", - " for c2 in range(len(columns)):\n", - " if c != c2:break\n", - " val2=values[c]\n", - " col2=columns[c]\n", - " bool_temp=bool_temp and (dataf.loc[dataf[col2]==val2].max()[col] <= val)\n", - " boolean_is_max.append(bool_temp)\n", - " #if no criteria superior\n", - " daf=dataf.copy()\n", - " for c in range(len(columns)):\n", - " val=values[c]\n", - " col=columns[c]\n", - " daf=daf.loc[(dataf[col]>val)]\n", - " return sum(map(int,boolean_is_max))==len(columns) and len(daf)==0\n", - " " - ] - }, - { - "cell_type": "code", - "execution_count": 294, - "metadata": { - "ExecuteTime": { - "end_time": "2018-03-22T15:42:07.333884Z", - "start_time": "2018-03-22T15:42:07.193167Z" - } - }, - "outputs": [], - "source": [ - "df_is_pareto = d_pc.apply(lambda row: is_pareto_front(d_pc,row, ['id_g1','c1_val','c2_val' ]), axis=1)\n", - "df_pareto = d_pc.ix[df_is_pareto].sort_values(by=\"id_g1\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "ExecuteTime": { - "end_time": "2018-03-22T15:45:21.250536Z", - "start_time": "2018-03-22T15:45:21.207766Z" - } - }, - "outputs": [], - "source": [ - "def get_pareto_couples(df,criteria):\n", - " data={}\n", - " for c in criteria:\n", - " set_=[]\n", - " df_is_pareto = df.apply(lambda row: is_pareto_front(df,row, \"fusion\", c), axis=1)\n", - " df_pareto = df.ix[df_is_pareto].sort_values(by=x_label)\n", - " for i,row in df_pareto.iterrows():\n", - " set_.append(row.fusion)\n", - " data[c]=set_\n", - " return data\n", - "\n", - "\n", - "df_data={}\n", - "par=get_pareto_couples(dataf,keys_alone)\n", - "for d in par:\n", - " if not d in df_data:df_data[d]={}\n", - " for d2 in par:\n", - " df_data[d][d2]=jaccard_similarity(par[d],par[d2])\n", - "pd.DataFrame(df_data,columns=df_data.keys())" - ] - }, - { - "cell_type": "code", - "execution_count": 202, - "metadata": { - "ExecuteTime": { - "end_time": "2018-03-22T13:49:33.846862Z", - "start_time": "2018-03-22T13:49:33.842919Z" - } - }, - "outputs": [ - { - "data": { - "text/plain": [ - "{'c1_val': ['gen_regionHED', 'normalHED', 'normalMCS'],\n", - " 'c2_val': ['gen_regionMCS', 'normalMCS', 'gen_countryVEO'],\n", - " 'c3_val': ['gen_regionMCS', 'normalMCS', 'gen_countryVEO', 'gen_regionVEO'],\n", - " 'c4_val': ['normalBOWSE',\n", - " 'gen_regionMCS',\n", - " 'normalMCS',\n", - " 'extension_1VEO',\n", - " 'gen_regionVEO']}" - ] - }, - "execution_count": 202, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "par" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Pour l'instant, c'est le couple VEO et gen_region qui obtient de meilleur score" - ] - }, - { - "cell_type": "code", - "execution_count": 204, - "metadata": { - "ExecuteTime": { - "end_time": "2018-03-22T14:11:02.171648Z", - "start_time": "2018-03-22T14:11:01.886478Z" - } - }, - "outputs": [ - { - "data": { - "text/html": [ - "<div>\n", - "<table border=\"1\" class=\"dataframe\">\n", - " <thead>\n", - " <tr style=\"text-align: right;\">\n", - " <th></th>\n", - " <th>c1*c2</th>\n", - " <th>c1*c2*c3</th>\n", - " <th>c1*c3</th>\n", - " <th>c2*c3</th>\n", - " </tr>\n", - " </thead>\n", - " <tbody>\n", - " <tr>\n", - " <th>c1*c2</th>\n", - " <td>1.000000</td>\n", - " <td>1.000000</td>\n", - " <td>0.666667</td>\n", - " <td>0.666667</td>\n", - " </tr>\n", - " <tr>\n", - " <th>c1*c2*c3</th>\n", - " <td>1.000000</td>\n", - " <td>1.000000</td>\n", - " <td>0.666667</td>\n", - " <td>0.666667</td>\n", - " </tr>\n", - " <tr>\n", - " <th>c1*c3</th>\n", - " <td>0.666667</td>\n", - " <td>0.666667</td>\n", - " <td>1.000000</td>\n", - " <td>0.500000</td>\n", - " </tr>\n", - " <tr>\n", - " <th>c2*c3</th>\n", - " <td>0.666667</td>\n", - " <td>0.666667</td>\n", - " <td>0.500000</td>\n", - " <td>1.000000</td>\n", - " </tr>\n", - " </tbody>\n", - "</table>\n", - "</div>" - ], - "text/plain": [ - " c1*c2 c1*c2*c3 c1*c3 c2*c3\n", - "c1*c2 1.000000 1.000000 0.666667 0.666667\n", - "c1*c2*c3 1.000000 1.000000 0.666667 0.666667\n", - "c1*c3 0.666667 0.666667 1.000000 0.500000\n", - "c2*c3 0.666667 0.666667 0.500000 1.000000" - ] - }, - "execution_count": 204, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "df_data={}\n", - "par=get_pareto_couples(dataf,keys_combined)\n", - "for d in par:\n", - " if not d in df_data:df_data[d]={}\n", - " for d2 in par:\n", - " df_data[d][d2]=jaccard_similarity(par[d],par[d2])\n", - "pd.DataFrame(df_data,columns=df_data.keys())" - ] - }, - { - "cell_type": "code", - "execution_count": 205, - "metadata": { - "ExecuteTime": { - "end_time": "2018-03-22T14:11:09.381882Z", - "start_time": "2018-03-22T14:11:09.378123Z" - } - }, - "outputs": [ - { - "data": { - "text/plain": [ - "{'c1*c2': ['gen_regionMCS', 'normalMCS'],\n", - " 'c1*c2*c3': ['gen_regionMCS', 'normalMCS'],\n", - " 'c1*c3': ['gen_regionMCS', 'normalMCS', 'gen_regionVEO'],\n", - " 'c2*c3': ['gen_regionMCS', 'normalMCS', 'gen_countryVEO']}" - ] - }, - "execution_count": 205, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "par" - ] - }, - { - "cell_type": "code", - "execution_count": 293, - "metadata": { - "ExecuteTime": { - "end_time": "2018-03-22T15:41:56.651769Z", - "start_time": "2018-03-22T15:41:56.194016Z" - } - }, - "outputs": [], - "source": [ - "d_pc=df.groupby(['id_g1'],as_index=False).mean()[['id_g1','c1_val','c2_val','c3_val','c4_val']]\n", - "d_pc['id_g1']=d_pc['id_g1'].apply(lambda x:int(x))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# Thanks to http://hinnefe2.github.io/python/tools/2015/09/21/mario-kart.html\n", - "def is_pareto_front(dataf,row, xlabel, ylabel):\n", - " \n", - " x = row[xlabel]\n", - " y = row[ylabel]\n", - " \n", - " # look for points with the same y value but larger x value\n", - " is_max_x = dataf.loc[dataf[ylabel]==y].max()[xlabel] <= x\n", - " # look for points with the same x value but larger y value\n", - " is_max_y = dataf.loc[dataf[xlabel]==x].max()[ylabel] <= y\n", - " # look for points that are larger in both x and y\n", - " is_double = len(dataf.loc[(dataf[xlabel]>x) & (dataf[ylabel]>y)])==0\n", - " \n", - " return is_max_x and is_max_y and is_double\n" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.6.0" - }, - "toc": { - "nav_menu": {}, - "number_sections": true, - "sideBar": true, - "skip_h1_title": false, - "toc_cell": false, - "toc_position": {}, - "toc_section_display": "block", - "toc_window_display": false - }, - "varInspector": { - "cols": { - "lenName": 16, - "lenType": 16, - "lenVar": 40 - }, - "kernels_config": { - "python": { - "delete_cmd_postfix": "", - "delete_cmd_prefix": "del ", - "library": "var_list.py", - "varRefreshCmd": "print(var_dic_list())" - }, - "r": { - "delete_cmd_postfix": ") ", - "delete_cmd_prefix": "rm(", - "library": "var_list.r", - "varRefreshCmd": "cat(var_dic_list()) " - } - }, - "types_to_exclude": [ - "module", - "function", - "builtin_function_or_method", - "instance", - "_Feature" - ], - "window_display": false - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/notebooks/.ipynb_checkpoints/Eval_mada_light_30_mars-checkpoint.ipynb b/notebooks/.ipynb_checkpoints/Eval_mada_light_30_mars-checkpoint.ipynb deleted file mode 100644 index 9e533df05ead9b0f8c04951a6b9ba338fe096cc7..0000000000000000000000000000000000000000 --- a/notebooks/.ipynb_checkpoints/Eval_mada_light_30_mars-checkpoint.ipynb +++ /dev/null @@ -1,721 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "metadata": { - "ExecuteTime": { - "end_time": "2018-03-29T15:05:45.325754Z", - "start_time": "2018-03-29T15:05:44.286493Z" - } - }, - "outputs": [ - { - "data": { - "text/html": [ - "<script>requirejs.config({paths: { 'plotly': ['https://cdn.plot.ly/plotly-latest.min']},});if(!window.Plotly) {{require(['plotly'],function(plotly) {window.Plotly=plotly;});}}</script>" - ], - "text/vnd.plotly.v1+html": [ - "<script>requirejs.config({paths: { 'plotly': ['https://cdn.plot.ly/plotly-latest.min']},});if(!window.Plotly) {{require(['plotly'],function(plotly) {window.Plotly=plotly;});}}</script>" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "/Users/jacquesfize/nas_cloud/Code/str-python\n" - ] - } - ], - "source": [ - "import pandas as pd\n", - "import matplotlib.pyplot as plt\n", - "import networkx as nx\n", - "import json,glob,re\n", - "from scipy.spatial.distance import jaccard\n", - "import numpy as np\n", - "from math import*\n", - "\n", - "import matplotlib.pyplot as plt\n", - "import seaborn as sns\n", - "#%matplotlib inline\n", - "#from IPython.display import set_matplotlib_formats\n", - "#set_matplotlib_formats('pdf', 'svg')\n", - "#sns.set_palette(sns.color_palette(\"hls\", 8))\n", - "\n", - "\n", - "import plotly.graph_objs as go\n", - "import plotly.offline as py\n", - "from plotly.offline import download_plotlyjs, init_notebook_mode, plot, iplot\n", - "init_notebook_mode(connected=True)\n", - "\n", - "\n", - "def jaccard_similarity(x,y): \n", - " intersection_cardinality = len(set.intersection(*[set(x), set(y)]))\n", - " union_cardinality = len(set.union(*[set(x), set(y)]))\n", - " return intersection_cardinality/float(union_cardinality)\n", - "%cd .." - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": { - "ExecuteTime": { - "end_time": "2018-03-29T15:05:46.391735Z", - "start_time": "2018-03-29T15:05:45.327966Z" - } - }, - "outputs": [], - "source": [ - "df=pd.read_csv(\"resources/results_graph_exp18fev.tsv\",delimiter=\"\\t\",index_col=0)\n", - "new_df=pd.DataFrame(columns=df.columns)\n", - "\n", - "selected_graph=json.load(open(\"data/graph_exp_fev_18/selected.json\"))\n", - "types=df.type.unique()\n", - "graph_size={}\n", - "graphs_={}\n", - "\n", - "files_glob= glob.glob(\"data/graph_exp_fev_18/normal/*.gexf\")\n", - "for fn in files_glob:\n", - " id_ = int(re.findall(\"\\d+\", fn)[-1])\n", - " graphs_[id_]=nx.read_gexf(fn)\n", - " graph_size[id_]=len(graphs_[id_])\n", - "graph_size[999]=0\n", - "nb_of_g_w_es_com={}\n", - "for g in graphs_:\n", - " if not g in nb_of_g_w_es_com:\n", - " nb_of_g_w_es_com[g]=0\n", - " for g2 in graphs_:\n", - " if not g2 == g:\n", - " if set(graphs_[g].nodes()).intersection(set(graphs_[g2].nodes())):\n", - " nb_of_g_w_es_com[g]+=1 \n", - "\n" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": { - "ExecuteTime": { - "end_time": "2018-03-29T15:05:46.401204Z", - "start_time": "2018-03-29T15:05:46.393475Z" - } - }, - "outputs": [], - "source": [ - "df_mesure=pd.read_csv(\"resources/mesures.tsv\",delimiter=\"\\t\")\n", - "type2int={}\n", - "int2type={}\n", - "i=0\n", - "for t in df.type.unique():\n", - " type2int[t]=i\n", - " int2type[i]=t\n", - " i+=1" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": { - "ExecuteTime": { - "end_time": "2018-03-29T15:05:48.970460Z", - "start_time": "2018-03-29T15:05:46.402949Z" - } - }, - "outputs": [], - "source": [ - "n=3\n", - "df_copy=pd.DataFrame(columns=df.columns)\n", - "for t in types:\n", - " mesures=df[df.type == t].mesure.unique()\n", - " for m in mesures:\n", - " data=df[(df.mesure == m) & (df.type == t)]\n", - " for g in selected_graph:\n", - " subset=data[data.id_g1 == g].iloc[:n]\n", - " if len(subset)<1:#No graph found\n", - " df_2=pd.DataFrame([[g,999,m,t,3,0,0,0,0]],columns=df.columns)\n", - " for i in range(n):df_copy=df_copy.append(df_2)\n", - " elif len(subset)<n: # not 5 associated graphs\n", - " df_2=pd.DataFrame([[g,999,m,t,3,0,0,0,0]],columns=df.columns)\n", - " for i in range(n-len(subset)):df_copy=df_copy.append(df_2)\n", - " else:# perfecto ! :P\n", - " df_copy=df_copy.append(subset)\n", - "df=df_copy" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": { - "ExecuteTime": { - "end_time": "2018-03-29T15:05:48.982313Z", - "start_time": "2018-03-29T15:05:48.972544Z" - }, - "scrolled": false - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\\begin{tabular}{lrrrlrrrrr}\n", - "\\toprule\n", - "{} & id\\_g1 & id\\_g2 & mesure & type & id\\_user & c1\\_val & c2\\_val & c3\\_val & c4\\_val \\\\\n", - "\\midrule\n", - "6441 & 346.0 & 190.0 & 8.0 & gen\\_region & 3.0 & 1.0 & 1.0 & 0.0 & 1.0 \\\\\n", - "1364 & 2.0 & 269.0 & 9.0 & normal & 3.0 & 1.0 & 1.0 & 1.0 & 1.0 \\\\\n", - "1897 & 14.0 & 5.0 & 8.0 & gen\\_country & 3.0 & 1.0 & 1.0 & 1.0 & 1.0 \\\\\n", - "7336 & 264.0 & 363.0 & 10.0 & gen\\_region & 3.0 & 0.0 & 0.0 & 0.0 & 0.0 \\\\\n", - "\\bottomrule\n", - "\\end{tabular}\n", - "\n" - ] - } - ], - "source": [ - "print(df.sample(frac=0.001).to_latex())" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": { - "ExecuteTime": { - "end_time": "2018-03-29T15:05:49.037174Z", - "start_time": "2018-03-29T15:05:48.984081Z" - } - }, - "outputs": [], - "source": [ - "df[\"g1_size\"]=df[\"id_g1\"].apply(lambda x:graph_size[int(x)])\n", - "df[\"g2_size\"]=df[\"id_g2\"].apply(lambda x:graph_size[int(x)])\n", - "#df[\"mesure\"]=df[\"mesure\"].apply(lambda x:df_mesure[df_mesure.id==x].values[0][-1])\n", - "df[\"mesure\"]=df[\"mesure\"].apply(lambda x:int(x))\n", - "df[\"typeI\"]=df[\"type\"].apply(lambda x:type2int[x])\n", - "df['c1*c2']=df.c1_val*df.c2_val\n", - "df['c1+c2']=(df.c1_val+df.c2_val).apply(lambda x:x if x<2 else 1)\n", - "df['c1*c2*c3']=df.c1_val*df.c2_val*df.c3_val\n", - "df['c1*c3']=df.c1_val*df.c3_val\n", - "df['c1+c3']=(df.c1_val+df.c3_val).apply(lambda x:x if x<2 else 1)\n", - "df['c2*c3']=df.c2_val*df.c3_val\n", - "df[\"for_c\"]=df[\"id_g2\"].apply(lambda x:1)\n", - "df[\"es_in_common\"]=df[\"id_g1\"].apply(lambda x:nb_of_g_w_es_com[x])\n", - "normal=df[df.type == type2int[\"normal\"]]\n", - "gen_country=df[df.type == type2int[\"gen_country\"]]\n", - "gen_region=df[df.type == type2int[\"gen_region\"]]\n", - "extension_1=df[df.type == type2int[\"extension_1\"]]" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": { - "ExecuteTime": { - "end_time": "2018-03-29T15:05:49.041940Z", - "start_time": "2018-03-29T15:05:49.039077Z" - } - }, - "outputs": [], - "source": [ - " colorized_subset=['c1_val', 'c2_val', 'c3_val',\n", - " 'c4_val', 'c1*c2', 'c1+c2', 'c1*c2*c3', 'c1*c3', 'c1+c3', 'c2*c3']" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": { - "ExecuteTime": { - "end_time": "2018-03-29T15:05:49.050822Z", - "start_time": "2018-03-29T15:05:49.043766Z" - } - }, - "outputs": [ - { - "data": { - "text/html": [ - "<script>requirejs.config({paths: { 'plotly': ['https://cdn.plot.ly/plotly-latest.min']},});if(!window.Plotly) {{require(['plotly'],function(plotly) {window.Plotly=plotly;});}}</script>" - ], - "text/vnd.plotly.v1+html": [ - "<script>requirejs.config({paths: { 'plotly': ['https://cdn.plot.ly/plotly-latest.min']},});if(!window.Plotly) {{require(['plotly'],function(plotly) {window.Plotly=plotly;});}}</script>" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "from eval.pareto import is_pareto_front\n", - "from eval.visualize import *" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": { - "ExecuteTime": { - "end_time": "2018-03-29T15:05:49.060250Z", - "start_time": "2018-03-29T15:05:49.052619Z" - } - }, - "outputs": [], - "source": [ - "def get_pareto_graph_ids(df,criteria):\n", - " set_=set([])\n", - " for c in criteria:\n", - " df_is_pareto = df.apply(lambda row: is_pareto_front(df,row, [x_label, c]), axis=1)\n", - " df_pareto = df.ix[df_is_pareto]\n", - " for i,row in df_pareto.iterrows():\n", - " set_.add(int(row.id_g1))\n", - " return list(set_)" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": { - "ExecuteTime": { - "end_time": "2018-03-29T15:05:49.065744Z", - "start_time": "2018-03-29T15:05:49.061977Z" - } - }, - "outputs": [], - "source": [ - "keys_alone=['c1_val', 'c2_val', 'c3_val', 'c4_val']\n", - "keys_combined=['c1*c2', 'c1*c2*c3', 'c1*c3', 'c2*c3']" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Quelle mesure maximise les 4 critères ?\n", - "\n", - "Procédure de test:\n", - "\n", - " * On récupére la valeur de précision pour chaque mesure et critère.\n", - " * On calcule le front de Pareto sur les 4 critères de validation\n", - " \n", - "Résultat :\n", - " MCS et VEO maximise les différents critères selon la valeur de précision moyenne sur l'ensemble des couples de graphes.\n", - " " - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": { - "ExecuteTime": { - "end_time": "2018-03-29T15:05:49.130589Z", - "start_time": "2018-03-29T15:05:49.067530Z" - } - }, - "outputs": [ - { - "data": { - "text/html": [ - "<div>\n", - "<table border=\"1\" class=\"dataframe\">\n", - " <thead>\n", - " <tr style=\"text-align: right;\">\n", - " <th></th>\n", - " <th>mesure</th>\n", - " <th>c1_val</th>\n", - " <th>c2_val</th>\n", - " <th>c3_val</th>\n", - " <th>c4_val</th>\n", - " <th>mesureL</th>\n", - " </tr>\n", - " </thead>\n", - " <tbody>\n", - " <tr>\n", - " <th>1</th>\n", - " <td>2</td>\n", - " <td>0.888889</td>\n", - " <td>0.862222</td>\n", - " <td>0.508889</td>\n", - " <td>0.444444</td>\n", - " <td>VEO</td>\n", - " </tr>\n", - " <tr>\n", - " <th>0</th>\n", - " <td>1</td>\n", - " <td>0.889632</td>\n", - " <td>0.869565</td>\n", - " <td>0.501672</td>\n", - " <td>0.433110</td>\n", - " <td>MCS</td>\n", - " </tr>\n", - " </tbody>\n", - "</table>\n", - "</div>" - ], - "text/plain": [ - " mesure c1_val c2_val c3_val c4_val mesureL\n", - "1 2 0.888889 0.862222 0.508889 0.444444 VEO\n", - "0 1 0.889632 0.869565 0.501672 0.433110 MCS" - ] - }, - "execution_count": 11, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "d_pc=df.groupby(['mesure'],as_index=False).mean()[['mesure','c1_val','c2_val','c3_val','c4_val']]\n", - "df_is_pareto = d_pc.apply(lambda row: is_pareto_front(d_pc,row, ['c1_val','c2_val','c3_val','c4_val']), axis=1)\n", - "df_pareto = d_pc.ix[df_is_pareto].sort_values(by=['c1_val','c2_val','c3_val','c4_val'])\n", - "df_pareto[\"mesureL\"]=df_pareto[\"mesure\"].apply(lambda x:df_mesure[df_mesure.id==x].values[0][-1])\n", - "%matplotlib inline\n", - "df_pareto" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": { - "ExecuteTime": { - "end_time": "2018-03-29T15:05:49.140697Z", - "start_time": "2018-03-29T15:05:49.133211Z" - } - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\\begin{tabular}{rrrrr}\n", - "\\toprule\n", - " mesure & c1\\_val & c2\\_val & c3\\_val & c4\\_val \\\\\n", - "\\midrule\n", - " 1 & 0.889632 & 0.869565 & 0.501672 & 0.433110 \\\\\n", - " 2 & 0.888889 & 0.862222 & 0.508889 & 0.444444 \\\\\n", - " 3 & 0.697842 & 0.575540 & 0.273381 & 0.251799 \\\\\n", - " 5 & 0.675610 & 0.587805 & 0.314634 & 0.258537 \\\\\n", - " 6 & 0.503371 & 0.505618 & 0.301124 & 0.238202 \\\\\n", - " 7 & 0.786667 & 0.706667 & 0.413333 & 0.280000 \\\\\n", - " 8 & 0.882747 & 0.829146 & 0.492462 & 0.423786 \\\\\n", - " 9 & 0.872910 & 0.779264 & 0.463211 & 0.394649 \\\\\n", - " 10 & 0.478333 & 0.490000 & 0.256667 & 0.243333 \\\\\n", - "\\bottomrule\n", - "\\end{tabular}\n", - "\n" - ] - } - ], - "source": [ - "print(d_pc.to_latex(index=False))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Quelles couple \"Mesure-TypeSTR\" maximise la validation des 4 critères ?\n", - "\n", - "Procèdure :\n", - " * On récupére la valeur de précision moyenne pour chaque critère, en fonction de la mesure et du type.\n", - " * On récupére les tuples appartenant au front de pareto sur les 4 critères.\n", - " \n", - "Résultat:\n", - " Comme dans les résultats précédents, les mesures MCS, VEO obtiennent les meilleurs scores. Enfin, les types de STR associées, donnant les meilleurs scores sont : gen_region, extension1, puis normal. On peut déjà conclure que la généralisation --**bornée Pays**-- déforme trop l'information contenue dans les graphes, on perd trop en finesse. " - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": { - "ExecuteTime": { - "end_time": "2018-03-29T15:05:49.275906Z", - "start_time": "2018-03-29T15:05:49.142513Z" - } - }, - "outputs": [ - { - "data": { - "text/html": [ - "<div>\n", - "<table border=\"1\" class=\"dataframe\">\n", - " <thead>\n", - " <tr style=\"text-align: right;\">\n", - " <th></th>\n", - " <th>mesure</th>\n", - " <th>typeI</th>\n", - " <th>c1_val</th>\n", - " <th>c2_val</th>\n", - " <th>c3_val</th>\n", - " <th>c4_val</th>\n", - " <th>mesureL</th>\n", - " <th>typeL</th>\n", - " </tr>\n", - " </thead>\n", - " <tbody>\n", - " <tr>\n", - " <th>1</th>\n", - " <td>1</td>\n", - " <td>1</td>\n", - " <td>0.793333</td>\n", - " <td>0.926667</td>\n", - " <td>0.506667</td>\n", - " <td>0.420000</td>\n", - " <td>MCS</td>\n", - " <td>gen_country</td>\n", - " </tr>\n", - " <tr>\n", - " <th>4</th>\n", - " <td>2</td>\n", - " <td>1</td>\n", - " <td>0.820000</td>\n", - " <td>0.926667</td>\n", - " <td>0.533333</td>\n", - " <td>0.440000</td>\n", - " <td>VEO</td>\n", - " <td>gen_country</td>\n", - " </tr>\n", - " <tr>\n", - " <th>5</th>\n", - " <td>2</td>\n", - " <td>2</td>\n", - " <td>0.920000</td>\n", - " <td>0.820000</td>\n", - " <td>0.486667</td>\n", - " <td>0.453333</td>\n", - " <td>VEO</td>\n", - " <td>extension_1</td>\n", - " </tr>\n", - " <tr>\n", - " <th>3</th>\n", - " <td>1</td>\n", - " <td>3</td>\n", - " <td>0.920000</td>\n", - " <td>0.873333</td>\n", - " <td>0.520000</td>\n", - " <td>0.446667</td>\n", - " <td>MCS</td>\n", - " <td>gen_region</td>\n", - " </tr>\n", - " <tr>\n", - " <th>19</th>\n", - " <td>9</td>\n", - " <td>0</td>\n", - " <td>0.926667</td>\n", - " <td>0.746667</td>\n", - " <td>0.460000</td>\n", - " <td>0.406667</td>\n", - " <td>BOC</td>\n", - " <td>normal</td>\n", - " </tr>\n", - " <tr>\n", - " <th>17</th>\n", - " <td>8</td>\n", - " <td>2</td>\n", - " <td>0.926667</td>\n", - " <td>0.780000</td>\n", - " <td>0.460000</td>\n", - " <td>0.440000</td>\n", - " <td>BOWSE</td>\n", - " <td>extension_1</td>\n", - " </tr>\n", - " <tr>\n", - " <th>2</th>\n", - " <td>1</td>\n", - " <td>2</td>\n", - " <td>0.926667</td>\n", - " <td>0.833333</td>\n", - " <td>0.493333</td>\n", - " <td>0.440000</td>\n", - " <td>MCS</td>\n", - " <td>extension_1</td>\n", - " </tr>\n", - " <tr>\n", - " <th>18</th>\n", - " <td>8</td>\n", - " <td>3</td>\n", - " <td>0.926667</td>\n", - " <td>0.833333</td>\n", - " <td>0.513333</td>\n", - " <td>0.433333</td>\n", - " <td>BOWSE</td>\n", - " <td>gen_region</td>\n", - " </tr>\n", - " <tr>\n", - " <th>6</th>\n", - " <td>2</td>\n", - " <td>3</td>\n", - " <td>0.926667</td>\n", - " <td>0.840000</td>\n", - " <td>0.506667</td>\n", - " <td>0.440000</td>\n", - " <td>VEO</td>\n", - " <td>gen_region</td>\n", - " </tr>\n", - " </tbody>\n", - "</table>\n", - "</div>" - ], - "text/plain": [ - " mesure typeI c1_val c2_val c3_val c4_val mesureL typeL\n", - "1 1 1 0.793333 0.926667 0.506667 0.420000 MCS gen_country\n", - "4 2 1 0.820000 0.926667 0.533333 0.440000 VEO gen_country\n", - "5 2 2 0.920000 0.820000 0.486667 0.453333 VEO extension_1\n", - "3 1 3 0.920000 0.873333 0.520000 0.446667 MCS gen_region\n", - "19 9 0 0.926667 0.746667 0.460000 0.406667 BOC normal\n", - "17 8 2 0.926667 0.780000 0.460000 0.440000 BOWSE extension_1\n", - "2 1 2 0.926667 0.833333 0.493333 0.440000 MCS extension_1\n", - "18 8 3 0.926667 0.833333 0.513333 0.433333 BOWSE gen_region\n", - "6 2 3 0.926667 0.840000 0.506667 0.440000 VEO gen_region" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# On regroupe les données selon la mesure et le type de STR utilisé --> Pour chaque critère, on aura la valeur moyenne\n", - "# retourné par le critère sur l'ensemble des couples de graphes de la mesure.\n", - "d_pc=df.groupby(['mesure','typeI'],as_index=False).mean()[['mesure','typeI','c1_val','c2_val','c3_val','c4_val']]\n", - "df_is_pareto = d_pc.apply(lambda row: is_pareto_front(d_pc,row, ['c1_val','c2_val','c3_val','c4_val']), axis=1)\n", - "df_pareto = d_pc.ix[df_is_pareto].sort_values(by=['c1_val','c2_val','c3_val','c4_val'])\n", - "df_pareto[\"mesureL\"]=df_pareto[\"mesure\"].apply(lambda x:df_mesure[df_mesure.id==x].values[0][-1])\n", - "df_pareto[\"typeL\"]=df_pareto[\"typeI\"].apply(lambda x:int2type[x])\n", - "#df_pareto[\"type\"]=df_pareto[\"type\"].apply(lambda x:type2int.index(x))\n", - "%matplotlib inline\n", - "df_pareto" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": { - "ExecuteTime": { - "end_time": "2018-03-29T15:05:49.291659Z", - "start_time": "2018-03-29T15:05:49.277690Z" - } - }, - "outputs": [ - { - "data": { - "text/plain": [ - "mesure 3.456074\n", - "typeI 1.054093\n", - "c1_val 0.052576\n", - "c2_val 0.060093\n", - "c3_val 0.025386\n", - "c4_val 0.014142\n", - "dtype: float64" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "df_pareto.std(axis=0)" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "metadata": { - "ExecuteTime": { - "end_time": "2018-03-29T15:07:26.468414Z", - "start_time": "2018-03-29T15:07:26.461277Z" - } - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\\begin{tabular}{rrrrrr}\n", - "\\toprule\n", - " mesure & typeI & c1\\_val & c2\\_val & c3\\_val & c4\\_val \\\\\n", - "\\midrule\n", - " 5 & 1 & 0.748252 & 0.790210 & 0.468531 & 0.363636 \\\\\n", - " 10 & 0 & 0.466667 & 0.473333 & 0.266667 & 0.260000 \\\\\n", - " 10 & 3 & 0.533333 & 0.526667 & 0.280000 & 0.273333 \\\\\n", - "\\bottomrule\n", - "\\end{tabular}\n", - "\n" - ] - } - ], - "source": [ - "print(d_pc.sample(frac=0.1).to_latex(index=False))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.6.0" - }, - "toc": { - "nav_menu": {}, - "number_sections": true, - "sideBar": true, - "skip_h1_title": false, - "toc_cell": false, - "toc_position": {}, - "toc_section_display": "block", - "toc_window_display": false - }, - "varInspector": { - "cols": { - "lenName": 16, - "lenType": 16, - "lenVar": 40 - }, - "kernels_config": { - "python": { - "delete_cmd_postfix": "", - "delete_cmd_prefix": "del ", - "library": "var_list.py", - "varRefreshCmd": "print(var_dic_list())" - }, - "r": { - "delete_cmd_postfix": ") ", - "delete_cmd_prefix": "rm(", - "library": "var_list.r", - "varRefreshCmd": "cat(var_dic_list()) " - } - }, - "types_to_exclude": [ - "module", - "function", - "builtin_function_or_method", - "instance", - "_Feature" - ], - "window_display": false - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/notebooks/.ipynb_checkpoints/MadaMada-checkpoint.ipynb b/notebooks/.ipynb_checkpoints/MadaMada-checkpoint.ipynb deleted file mode 100644 index 2fd64429bf421126b7000c94ce0f6fd186fbd01f..0000000000000000000000000000000000000000 --- a/notebooks/.ipynb_checkpoints/MadaMada-checkpoint.ipynb +++ /dev/null @@ -1,6 +0,0 @@ -{ - "cells": [], - "metadata": {}, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/notebooks/.ipynb_checkpoints/NER Evaluation-checkpoint.ipynb b/notebooks/.ipynb_checkpoints/NER Evaluation-checkpoint.ipynb deleted file mode 100644 index 42f8fd7b75362d9aaa6a72d024b8fccdd10d1729..0000000000000000000000000000000000000000 --- a/notebooks/.ipynb_checkpoints/NER Evaluation-checkpoint.ipynb +++ /dev/null @@ -1,823 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-08T15:19:37.341397Z", - "start_time": "2018-05-08T15:19:37.337211Z" - } - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "/Users/jacquesfize/nas_cloud/Code/str-python\n" - ] - } - ], - "source": [ - "%cd .." - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-08T15:19:37.412267Z", - "start_time": "2018-05-08T15:19:37.343429Z" - } - }, - "outputs": [], - "source": [ - "import json\n", - "import os,sys,re,glob\n", - "from elasticsearch import Elasticsearch\n", - "es_client=Elasticsearch()" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-08T15:19:37.738728Z", - "start_time": "2018-05-08T15:19:37.414740Z" - }, - "scrolled": false - }, - "outputs": [], - "source": [ - "docs=set([])\n", - "def load_data(annotation_file):\n", - " data=json.load(open(annotation_file))\n", - " return data\n", - "\n", - "def get_spatial_entities(annotation_data):\n", - " data={}\n", - " for id_,ann in annotation_data.items():\n", - "\n", - " if \"type\" in ann:\n", - " if ann[\"type\"] == \"location\" and ann[\"annotation\"] == \"correct\":\n", - " data[id_]=ann\n", - " \n", - " \n", - " return data\n", - "\n", - "def get_all_annotation_data(directory):\n", - " files = glob.glob(os.path.join(directory,\"*.json\"))\n", - " annotations={}\n", - " for filepath in files:\n", - " id_doc=int(re.findall(\"\\d+\",filepath)[-1])\n", - " annotations[id_doc]=get_spatial_entities(load_data(filepath))\n", - " return annotations\n", - "\n", - "def get_text_data(directory):\n", - " files = glob.glob(os.path.join(directory,\"*.json.processed.json\"))\n", - " texts={}\n", - " for filepath in files:\n", - " id_doc=int(re.findall(\"\\d+\",filepath)[-1])\n", - " data=json.load(open(filepath))[\"content\"]\n", - " texts[id_doc]=data\n", - " return texts\n", - " \n", - " \n", - "ann_data=get_all_annotation_data(\"data/EPI_ELENA/fully_annoted_es_data/\")\n", - "texts=get_text_data(\"data/EPI_ELENA/data/\") # Raw text" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-08T15:19:37.750366Z", - "start_time": "2018-05-08T15:19:37.740586Z" - } - }, - "outputs": [ - { - "data": { - "text/plain": [ - "{'0': {'annotation': 'correct',\n", - " 'content': ' Ogun State ',\n", - " 'index': 3,\n", - " 'info': {'coordinates': [7.0, 3.58333],\n", - " 'countryCode': 'NG',\n", - " 'featureClass': 'A',\n", - " 'featureCode': 'ADM1',\n", - " 'id': 2327546},\n", - " 'length': '2',\n", - " 'type': 'location'},\n", - " '16': {'annotation': 'correct',\n", - " 'content': ' Nigeria ',\n", - " 'index': 227,\n", - " 'info': {'coordinates': [10.0, 8.0],\n", - " 'countryCode': 'NG',\n", - " 'featureClass': 'A',\n", - " 'featureCode': 'PCLI',\n", - " 'id': 2328926},\n", - " 'length': '1',\n", - " 'type': 'location'},\n", - " '6': {'annotation': 'correct',\n", - " 'content': ' Abeokuta ',\n", - " 'index': 45,\n", - " 'info': {'coordinates': [7.15571, 3.34509],\n", - " 'countryCode': 'NG',\n", - " 'featureClass': 'P',\n", - " 'featureCode': 'PPLA',\n", - " 'id': 2352947},\n", - " 'length': '1',\n", - " 'type': 'location'}}" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "ann_data[1]" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Chargement des Données" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Transformation des données\n", - "\n", - "Sachant que les entités spatiales sont liés à Geonames, on doit faire le lien avec notre gazetier (Geodict). " - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-08T15:19:37.754389Z", - "start_time": "2018-05-08T15:19:37.752283Z" - } - }, - "outputs": [], - "source": [ - "#missed_again" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-08T15:19:37.768916Z", - "start_time": "2018-05-08T15:19:37.756469Z" - } - }, - "outputs": [], - "source": [ - "def get_geodict_id(geonameID):\n", - " global es_client\n", - " data=es_client.search(\"gazetteer\",\"place\",{\"query\":{\"bool\":{\"must\":[{\"term\":{\"geonameID\":geonameID}}]}}})\n", - " #print(data)\n", - " if data[\"hits\"][\"total\"] < 1:\n", - " return False\n", - " else:\n", - " return data[\"hits\"][\"hits\"][0][\"_source\"][\"id\"]\n", - "def transform_annotation_data(ann_data):\n", - " for id_,doc in ann_data.items():\n", - " to_del=[]\n", - " for ind_ in doc.keys():\n", - " \n", - " if str(doc[ind_][\"info\"][\"id\"]) in ['149753', '7874184']: # Bad annotation and no Geonames Entry Associated\n", - " to_del.append(ind_) \n", - " else:\n", - " ann_data[id_][ind_][\"geodict_id\"]=get_geodict_id(str(doc[ind_][\"info\"][\"id\"]))\n", - " i=0\n", - " for de in to_del:\n", - " del ann_data[id_][de]\n", - " i+=1\n", - " return ann_data\n", - " \n" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-08T15:19:41.186582Z", - "start_time": "2018-05-08T15:19:37.771576Z" - } - }, - "outputs": [], - "source": [ - "ann_data=transform_annotation_data(ann_data)" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-08T15:19:42.471682Z", - "start_time": "2018-05-08T15:19:41.188081Z" - } - }, - "outputs": [], - "source": [ - "from pipeline import *\n", - "from nlp.pos_tagger.tagger import Tagger\n", - "from nlp.disambiguator.pagerank import *\n", - "from nlp.disambiguator.geodict_gaurav import *\n", - "from nlp.pos_tagger.treetagger import TreeTagger\n", - "from nlp.ner.stanford_ner import StanfordNER\n", - "from nlp.ner.polyglot import Polyglot\n", - "from nlp.ner.nltk import NLTK\n", - "from nlp.ner.gate_annie import GateAnnie\n", - "from nlp.ner.spacy import Spacy\n", - "from nlp.ner.ner import NER\n", - "from progressbar import ProgressBar\n", - "from polyglot.text import Text\n", - "\n", - "\n", - "from nlp.disambiguator.disambiguator import Disambiguator" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-08T15:19:43.131232Z", - "start_time": "2018-05-08T15:19:42.473854Z" - } - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/usr/local/lib/python3.6/site-packages/ipykernel_launcher.py:5: DeprecationWarning: Call to deprecated class Spacy (Not finished yet !).\n", - " \"\"\"\n", - "/usr/local/lib/python3.6/site-packages/msgpack_numpy.py:84: DeprecationWarning: The binary mode of fromstring is deprecated, as it behaves surprisingly on unicode inputs. Use frombuffer instead\n", - " dtype=np.dtype(descr)).reshape(obj[b'shape'])\n", - "/usr/local/lib/python3.6/site-packages/msgpack_numpy.py:88: DeprecationWarning: The binary mode of fromstring is deprecated, as it behaves surprisingly on unicode inputs. Use frombuffer instead\n", - " dtype=np.dtype(descr))[0]\n" - ] - } - ], - "source": [ - "pipStanford=Pipeline(lang=\"english\",tagger=Tagger(),ner=StanfordNER(lang=\"en\"))\n", - "pipNLTK=Pipeline(lang=\"english\",tagger=Tagger(),ner=NLTK(lang=\"en\"))\n", - "pipPolyglot=Pipeline(lang=\"english\",tagger=Tagger(),ner=Polyglot())\n", - "pipGate=Pipeline(lang=\"english\",tagger=Tagger(),ner=GateAnnie(lang=\"en\"))\n", - "pipSpacy=Pipeline(lang=\"english\",tagger=Tagger(),ner=Spacy(lang=\"en\"))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Évaluation des différents NER\n", - "\n", - "Dans cette partie, on évalue les différents NER sur le corpus EPI de 500 documents.\n", - "\n", - "### Identification des EN\n", - "\n", - "Dans cette première expérimentation, on veut évaluer si quelles NER identifie le mieux **au moins une occurrence de chaque EN dans un texte**." - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-08T15:19:43.185918Z", - "start_time": "2018-05-08T15:19:43.133353Z" - } - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "<input>:2: DeprecationWarning: invalid escape sequence \\s\n", - "<input>:2: DeprecationWarning: invalid escape sequence \\s\n", - "<input>:2: DeprecationWarning: invalid escape sequence \\s\n", - "<input>:2: DeprecationWarning: invalid escape sequence \\s\n", - "<input>:2: DeprecationWarning: invalid escape sequence \\s\n", - "<input>:2: DeprecationWarning: invalid escape sequence \\s\n", - "<input>:2: DeprecationWarning: invalid escape sequence \\s\n", - "<input>:2: DeprecationWarning: invalid escape sequence \\s\n", - "<input>:2: DeprecationWarning: invalid escape sequence \\s\n", - "<input>:2: DeprecationWarning: invalid escape sequence \\s\n", - "<input>:2: DeprecationWarning: invalid escape sequence \\s\n", - "<input>:2: DeprecationWarning: invalid escape sequence \\s\n", - "<input>:2: 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DeprecationWarning: invalid escape sequence \\s\n", - "<input>:2: DeprecationWarning: invalid escape sequence \\s\n", - "<input>:2: DeprecationWarning: invalid escape sequence \\s\n", - "<input>:2: DeprecationWarning: invalid escape sequence \\s\n", - "<input>:2: DeprecationWarning: invalid escape sequence \\s\n", - "<input>:2: DeprecationWarning: invalid escape sequence \\s\n", - "<ipython-input-10-f24417a73073>:2: DeprecationWarning: invalid escape sequence \\s\n", - " return re.sub(\"[!]+\",\" \",re.sub(\"\\s\",\"!!\",label.strip()))\n" - ] - } - ], - "source": [ - "def parse_epi_labels(label):\n", - " return re.sub(\"[!]+\",\" \",re.sub(\"\\s\",\"!!\",label.strip()))\n", - "def extract_label_only(ann_data):\n", - " res=set([])\n", - " for a in ann_data:\n", - " res.add(parse_epi_labels(ann_data[a][\"content\"]))\n", - " return res\n", - "def ner_recall_epi(texts,ann_data,pipeline):\n", - " sum,total,nb=0,0,0\n", - " with ProgressBar(max_value=len(texts)) as bar:\n", - " for i in texts:\n", - " if not i in ann_data or not texts[i]:continue\n", - " try:\n", - " _,output,spat_entities=pipeline.parse(texts[i])\n", - " except:\n", - " #print(texts[i])\n", - " continue\n", - " out = Disambiguator.parse_corpus(output)\n", - "\n", - " all_en_ = out[out[:, 1] == NER._unified_tag[\"place\"]][:, 0]\n", - " spat_entities=set(all_en_)\n", - "\n", - " epi_ann=extract_label_only(ann_data[i])\n", - " #print(spat_entities,epi_ann)\n", - " if len(epi_ann) <1:continue\n", - " sum+=(len(spat_entities.intersection(epi_ann))/len(epi_ann))\n", - " total+=1\n", - " \n", - " nb+=1\n", - " bar.update(nb)\n", - " print(total,nb)\n", - " return sum/total\n", - "\n", - "def ner_precision_epi(texts,ann_data,pipeline):\n", - " sum,total,nb=0,0,0\n", - " with ProgressBar(max_value=len(texts)) as bar:\n", - " for i in texts:\n", - " if not i in ann_data or not texts[i]:continue\n", - " try:\n", - " _,output,spat_entities=pipeline.parse(texts[i])\n", - " except:\n", - " #print(texts[i])\n", - " continue\n", - " out = Disambiguator.parse_corpus(output)\n", - " all_en_ = out[out[:, 1] == NER._unified_tag[\"place\"]][:, 0]\n", - " spat_entities=set(all_en_)\n", - " epi_ann=extract_label_only(ann_data[i])\n", - " if len(epi_ann) <1:\n", - " nb+=1\n", - " continue\n", - " if len(spat_entities)<1:continue\n", - " sum+=(len(spat_entities.intersection(epi_ann))/len(spat_entities))\n", - " total+=1\n", - " nb+=1\n", - " bar.update(nb)\n", - " print(total,nb)\n", - " return sum/total" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Identifications des différentes occurences des EN\n", - "\n", - "Contrairement à la partie précédente, on va chercher ici à savoir si le modèles est capable d'identifier ** les EN mais surtout toutes leurs apparitions dans le texte**" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-08T15:19:43.278565Z", - "start_time": "2018-05-08T15:19:43.190533Z" - } - }, - "outputs": [], - "source": [ - "import numpy as np\n", - "\n", - "\n", - "def extract_label_only_all(ann_data):\n", - " res = []\n", - " sorted_ = sorted(ann_data.items(), key=lambda x: int(x[0]))\n", - " for a in sorted_:\n", - " res.append(parse_epi_labels(a[1][\"content\"]))\n", - " return res\n", - "\n", - "\n", - "def ner_recall_epi_all(texts, ann_data, pipeline):\n", - " sum, total, nb = 0, 0, 0\n", - " with ProgressBar(max_value=len(texts)) as bar:\n", - " for i in texts:\n", - " if not i in ann_data or not texts[i]:\n", - " continue\n", - " try:\n", - " _,output, spat_entities = pipeline.parse(texts[i])\n", - " except:\n", - " # print(texts[i])\n", - " continue\n", - " out = Disambiguator.parse_corpus(output)\n", - "\n", - " all_en_ = out[out[:, 1] == NER._unified_tag[\"place\"]][:, 0]\n", - " epi_ann = extract_label_only_all(ann_data[i])\n", - "\n", - " count_en_ann = count_per_tp(epi_ann)\n", - " count_en_ner = count_per_tp(all_en_)\n", - " # print(\"epi_ann\",epi_ann,\"all_en\",all_en_)\n", - " # print(\"ann\",count_en_ann,\"ner\",count_en_ner)\n", - " sc, tt = 0, 0\n", - " for en_ in count_en_ann:\n", - " tt += count_en_ann[en_]\n", - " if en_ in count_en_ner:\n", - " if not count_en_ner[en_] > count_en_ann[en_]:\n", - " sc += count_en_ner[en_]\n", - " else:\n", - " sc += count_en_ann[en_]\n", - " if tt < 1:\n", - " continue\n", - " sum += sc / tt\n", - " total += 1\n", - "\n", - " nb += 1\n", - " bar.update(nb)\n", - " print(total, nb)\n", - " return sum / total\n", - "\n", - "\n", - "def count_per_tp(input_):\n", - " count = {}\n", - " for i in input_:\n", - " if not i in count:\n", - " count[i] = 0\n", - " count[i] += 1\n", - " return count\n", - "\n", - "\n", - "def ner_precision_epi_all(texts, ann_data, pipeline):\n", - " sum, total, nb = 0, 0, 0\n", - " with ProgressBar(max_value=len(texts)) as bar:\n", - " for i in texts:\n", - " if not i in ann_data or not texts[i]:\n", - " continue\n", - " try:\n", - " _,output, spat_entities = pipeline.parse(texts[i])\n", - " except:\n", - " #print(texts[i])\n", - " continue\n", - " out = Disambiguator.parse_corpus(output)\n", - "\n", - " all_en_ = out[out[:, 1] == NER._unified_tag[\"place\"]][:, 0]\n", - " epi_ann = extract_label_only_all(ann_data[i])\n", - "\n", - " count_en_ann = count_per_tp(epi_ann)\n", - " count_en_ner = count_per_tp(all_en_)\n", - " sc = 0\n", - " for en_r in all_en_:\n", - " if en_r in set(epi_ann):\n", - " sc += 1\n", - " if len(epi_ann) < 1:\n", - " nb += 1\n", - " continue\n", - " if len(all_en_) < 1:\n", - " continue\n", - " sum += sc / len(all_en_)\n", - " total += 1\n", - " nb += 1\n", - " bar.update(nb)\n", - " print(total, nb)\n", - " return sum / total" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-08T15:20:22.403128Z", - "start_time": "2018-05-08T15:19:43.280984Z" - } - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "100% (532 of 532) |######################| Elapsed Time: 0:00:38 Time: 0:00:38\n" - ] - }, - { - "ename": "IndexError", - "evalue": "list index out of range", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mIndexError\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m<ipython-input-12-a198f73cadc5>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mrec_spacy\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mner_recall_epi\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtexts\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mann_data\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpipSpacy\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 2\u001b[0m \u001b[0mprec_spacy\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mner_precision_epi\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtexts\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mann_data\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpipSpacy\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m<ipython-input-10-f24417a73073>\u001b[0m in \u001b[0;36mner_recall_epi\u001b[0;34m(texts, ann_data, pipeline)\u001b[0m\n\u001b[1;32m 12\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mi\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mann_data\u001b[0m \u001b[0;32mor\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mtexts\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mi\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;32mcontinue\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 13\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 14\u001b[0;31m \u001b[0m_\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0moutput\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mspat_entities\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mpipeline\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mparse\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtexts\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mi\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 15\u001b[0m \u001b[0mout\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mDisambiguator\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mparse_corpus\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0moutput\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 16\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m/Users/jacquesfize/nas_cloud/Code/str-python/pipeline.py\u001b[0m in \u001b[0;36mparse\u001b[0;34m(self, text, debug)\u001b[0m\n\u001b[1;32m 48\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 49\u001b[0m \u001b[0;31m# Disambiguation\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 50\u001b[0;31m \u001b[0mcount\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mse_identified\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdisambiguator\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdisambiguate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0moutput\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mlang\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 51\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 52\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdebug\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m/Users/jacquesfize/nas_cloud/Code/str-python/nlp/disambiguator/pagerank.py\u001b[0m in \u001b[0;36mdisambiguate\u001b[0;34m(self, ner_result, lang)\u001b[0m\n\u001b[1;32m 10\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 11\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mdisambiguate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mner_result\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mlang\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m\"en\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 12\u001b[0;31m \u001b[0mcount\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mse_\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mextract_se_entities\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mner_result\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 13\u001b[0m \u001b[0mnew_count\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m{\u001b[0m\u001b[0;34m}\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 14\u001b[0m \u001b[0mselected_en\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m{\u001b[0m\u001b[0;34m}\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m/Users/jacquesfize/nas_cloud/Code/str-python/nlp/disambiguator/disambiguator.py\u001b[0m in \u001b[0;36mextract_se_entities\u001b[0;34m(self, input)\u001b[0m\n\u001b[1;32m 15\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 16\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mextract_se_entities\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minput\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 17\u001b[0;31m \u001b[0mout\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mDisambiguator\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mparse_corpus\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minput\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 18\u001b[0m \u001b[0men_\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mout\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mout\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0mNER\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_unified_tag\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m\"place\"\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 19\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtoponymes_frequencies\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0men_\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0munique\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0men_\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m/Users/jacquesfize/nas_cloud/Code/str-python/nlp/disambiguator/disambiguator.py\u001b[0m in \u001b[0;36mparse_corpus\u001b[0;34m(corpus)\u001b[0m\n\u001b[1;32m 39\u001b[0m \u001b[0mcompound_tag\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mtag\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 40\u001b[0m \u001b[0mt\u001b[0m \u001b[0;34m+=\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 41\u001b[0;31m \u001b[0;32mwhile\u001b[0m \u001b[0mcorpus\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mt\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0;34m\"END-\"\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0mplaceTag\u001b[0m \u001b[0;32mor\u001b[0m \u001b[0mcorpus\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mt\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0mplaceTag\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 42\u001b[0m \u001b[0mtag\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcopy\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcopy\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcorpus\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mt\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 43\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mtag\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mendswith\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"-\"\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mor\u001b[0m \u001b[0mcompound_tag\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mendswith\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"-\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;31mIndexError\u001b[0m: list index out of range" - ] - } - ], - "source": [ - "rec_spacy = ner_recall_epi(texts, ann_data, pipSpacy)\n", - "prec_spacy = ner_precision_epi(texts, ann_data, pipSpacy)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-08T15:20:22.404100Z", - "start_time": "2018-05-08T15:19:38.044Z" - } - }, - "outputs": [], - "source": [ - "rec_SFNER = ner_recall_epi(texts, ann_data, pipStanford)\n", - "prec_SFNER = ner_precision_epi(texts, ann_data, pipStanford)\n", - "\n", - "rec_poly = ner_recall_epi(texts, ann_data, pipPolyglot)\n", - "prec_poly = ner_precision_epi(texts, ann_data, pipPolyglot)\n", - "\n", - "rec_nltk = ner_recall_epi(texts, ann_data, pipNLTK)\n", - "prec_nltk = ner_precision_epi(texts, ann_data, pipNLTK)\n", - "\n", - "rec_gate = ner_recall_epi(texts, ann_data, pipGate)\n", - "prec_gate = ner_precision_epi(texts, ann_data, pipGate)\n", - "\n", - "rec_spacy = ner_recall_epi(texts, ann_data, pipSpacy)\n", - "prec_spacy = ner_precision_epi(texts, ann_data, pipSpacy)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-08T15:20:22.405557Z", - "start_time": "2018-05-08T15:19:38.048Z" - } - }, - "outputs": [], - "source": [ - "rec_SFNER_all = ner_recall_epi_all(texts, ann_data, pipStanford)\n", - "prec_SFNER_all = ner_precision_epi_all(texts, ann_data, pipStanford)\n", - "\n", - "rec_poly_all = ner_recall_epi_all(texts, ann_data, pipPolyglot)\n", - "prec_poly_all = ner_precision_epi_all(texts, ann_data, pipPolyglot)\n", - "\n", - "rec_nltk_all = ner_recall_epi_all(texts, ann_data, pipNLTK)\n", - "prec_nltk_all = ner_precision_epi_all(texts, ann_data, pipNLTK)\n", - "\n", - "rec_gate_all = ner_recall_epi_all(texts, ann_data, pipGate)\n", - "prec_gate_all = ner_precision_epi_all(texts, ann_data, pipGate)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-08T15:20:22.406836Z", - "start_time": "2018-05-08T15:19:38.050Z" - } - }, - "outputs": [], - "source": [ - "cols=[\"NER\",\"Precision(ID)\",\"Recall(ID)\",\"Precision(ALL)\",\"Recall(ALL)\"]\n", - "df=pd.DataFrame(columns=cols)\n", - "df=pd.DataFrame([[\"StanfordNER\",prec_SFNER,rec_SFNER,prec_SFNER_all,rec_SFNER_all],\n", - " [\"Polyglot\",prec_poly,rec_poly,prec_poly_all,rec_poly_all],[\"NLTK\",prec_nltk,rec_nltk,prec_nltk_all,rec_nltk_all],\n", - " [\"GATE\",prec_gate,rec_gate,prec_gate_all,rec_gate_all],\n", - " [\"spacy\",pre,rec_gate,prec_gate_all,rec_gate_all]],columns=cols)\n", - "df[\"F-Measure(D)\"]= df.apply(lambda x: 2*((x[\"Precision(ID)\"]*x[\"Recall(ID)\"])/(x[\"Precision(ID)\"]+x[\"Recall(ID)\"])), axis=1)\n", - "df[\"F-Measure(ALL)\"]= df.apply(lambda x: 2*((x[\"Precision(ALL)\"]*x[\"Recall(ALL)\"])/(x[\"Precision(ALL)\"]+x[\"Recall(ALL)\"])), axis=1)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-08T15:20:22.408590Z", - "start_time": "2018-05-08T15:19:38.060Z" - } - }, - "outputs": [], - "source": [ - "df" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-08T15:20:22.410670Z", - "start_time": "2018-05-08T15:19:38.062Z" - } - }, - "outputs": [], - "source": [ - "from tabulate import tabulate\n", - "print(tabulate(df, headers='keys', tablefmt='pipe'))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.6.5" - }, - "toc": { - "nav_menu": {}, - "number_sections": true, - "sideBar": true, - "skip_h1_title": false, - "toc_cell": false, - "toc_position": {}, - "toc_section_display": "block", - "toc_window_display": false - }, - "varInspector": { - "cols": { - "lenName": 16, - "lenType": 16, - "lenVar": 40 - }, - "kernels_config": { - "python": { - "delete_cmd_postfix": "", - "delete_cmd_prefix": "del ", - "library": "var_list.py", - "varRefreshCmd": "print(var_dic_list())" - }, - "r": { - "delete_cmd_postfix": ") ", - "delete_cmd_prefix": "rm(", - "library": "var_list.r", - "varRefreshCmd": "cat(var_dic_list()) " - } - }, - "types_to_exclude": [ - "module", - "function", - "builtin_function_or_method", - "instance", - "_Feature" - ], - "window_display": false - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/notebooks/.ipynb_checkpoints/SimiGraph-checkpoint.ipynb b/notebooks/.ipynb_checkpoints/SimiGraph-checkpoint.ipynb deleted file mode 100644 index 1e10c40b1ce8631cde95614e1e587058cbae4eb8..0000000000000000000000000000000000000000 --- a/notebooks/.ipynb_checkpoints/SimiGraph-checkpoint.ipynb +++ /dev/null @@ -1,381 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "metadata": { - "ExecuteTime": { - "end_time": "2018-10-15T21:38:09.144653Z", - "start_time": "2018-10-15T21:38:07.891752Z" - } - }, - "outputs": [], - "source": [ - "import networkx as nx\n", - "import pandas as pd\n", - "import numpy as np\n", - "import glob,re, os, sys\n", - "from strpython.helpers.sim_matrix import read_bz2_matrix\n", - "import json" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": { - "ExecuteTime": { - "end_time": "2018-10-15T21:41:48.597197Z", - "start_time": "2018-10-15T21:41:48.593679Z" - } - }, - "outputs": [], - "source": [ - "def megaGraph(sim_matrix):\n", - " gr_=nx.DiGraph()\n", - " gr_.add_nodes_from([i for i in range(sim_matrix.shape[0])])\n", - " for i in range(sim_matrix.shape[0]):\n", - " index_=np.argsort(sim_matrix[i])[::-1][1:6]\n", - " for vi in index_:\n", - " gr_.add_edge(i,vi,weight=sim_matrix[i,vi])\n", - " return gr_" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": { - "ExecuteTime": { - "end_time": "2018-10-15T21:38:15.182706Z", - "start_time": "2018-10-15T21:38:15.177741Z" - } - }, - "outputs": [], - "source": [ - "raw_text_path=\"../data/corpora/EPI_ELENA/raw_text/\"\n", - "\n", - "path_matrixPADI=\"../data/sim_matrix/padiWeb/VertexEdgeOverlap_data_graph_graph_exp_fev_18_extension_1.npy\"\n", - "path_matrixBOWPADI=\"../mat_padi_bow_tf.npy\"\n", - "\n", - "path_matrixMADA=\"../data/sim_matrix/Agro_mada_all/MCS_data_graph_graph_exp_july_19_gen_region.npy.bz2\"\n", - "path_matrixBOWMADA=\"../data/corpora/mat_bvlac_bow_5552.npy\"\n" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": { - "ExecuteTime": { - "end_time": "2018-10-15T21:38:15.444872Z", - "start_time": "2018-10-15T21:38:15.419305Z" - } - }, - "outputs": [], - "source": [ - "sim_matrixPADI=np.load(path_matrixPADI)\n", - "d=[0, 1, 10, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 11, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 12, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 13, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 14, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 15, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 16, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 17, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 18, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 19, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 2, 20, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 21, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 22, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 23, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 24, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 25, 250, 251, 252, 253, 254, 255, 256, 257, 258, 259, 26, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 27, 270, 271, 272, 273, 274, 275, 276, 277, 278, 279, 28, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 29, 290, 291, 292, 293, 294, 295, 296, 297, 298, 299, 3, 30, 300, 301, 302, 303, 304, 305, 306, 307, 308, 309, 31, 310, 311, 312, 313, 314, 315, 316, 317, 318, 319, 32, 320, 321, 322, 323, 324, 325, 326, 327, 328, 329, 33, 330, 331, 332, 333, 334, 335, 336, 337, 338, 339, 34, 340, 341, 342, 343, 344, 345, 346, 347, 348, 349, 35, 350, 351, 352, 353, 354, 355, 356, 357, 358, 359, 36, 360, 361, 362, 363, 364, 365, 366, 367, 368, 369, 37, 370, 371, 372, 373, 374, 375, 376, 377, 378, 379, 38, 380, 381, 382, 383, 384, 385, 386, 387, 388, 389, 39, 390, 391, 392, 393, 394, 395, 396, 397, 398, 399, 4, 40, 400, 401, 402, 403, 404, 405, 406, 407, 408, 409, 41, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 42, 420, 421, 422, 423, 424, 425, 426, 427, 428, 429, 43, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 44, 440, 441, 442, 443, 444, 445, 446, 447, 448, 449, 45, 450, 451, 452, 453, 454, 455, 456, 457, 458, 459, 46, 460, 461, 462, 463, 464, 465, 466, 467, 468, 469, 47, 470, 471, 472, 473, 474, 475, 476, 477, 478, 479, 48, 480, 481, 482, 483, 484, 485, 486, 487, 488, 489, 49, 490, 491, 492, 493, 494, 495, 496, 497, 498, 499, 5, 50, 500, 501, 502, 503, 504, 505, 506, 507, 508, 509, 51, 510, 511, 512, 513, 514, 515, 516, 517, 518, 519, 52, 520, 521, 522, 523, 524, 525, 526, 527, 528, 529, 53, 530, 531, 54, 55, 56, 57, 58, 59, 6, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 7, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 8, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 9, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99]\n", - "sim_matrixPADI=sim_matrixPADI[np.argsort(d)]\n", - "sim_matrixPADI=sim_matrixPADI[:,np.argsort(d)]\n", - "sim_matrixBOWPADI=np.load(path_matrixBOWPADI)" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": { - "ExecuteTime": { - "end_time": "2018-10-15T21:38:31.253063Z", - "start_time": "2018-10-15T21:38:15.763869Z" - } - }, - "outputs": [], - "source": [ - "_5552=json.load(open(\"../data/corpora/5552_doc.json\"))\n", - "sim_matrixMADA=read_bz2_matrix(path_matrixMADA)\n", - "sim_matrixMADA=sim_matrixMADA[_5552]\n", - "sim_matrixMADA=sim_matrixMADA[:,_5552]\n", - "sim_matrixBOWMADA=np.load(path_matrixBOWMADA)" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": { - "ExecuteTime": { - "end_time": "2018-10-05T07:39:58.441510Z", - "start_time": "2018-10-05T07:39:55.252723Z" - } - }, - "outputs": [], - "source": [ - "nx.write_gexf(megaGraph(sim_matrixBOWMADA),\"mada5552THEGraph.gexf\")\n", - "nx.write_gexf(megaGraph(sim_matrixMADA),\"mada5552SPAGraph.gexf\")" - ] - }, - { - "cell_type": "code", - "execution_count": 108, - "metadata": { - "ExecuteTime": { - "end_time": "2018-10-02T16:11:06.281945Z", - "start_time": "2018-10-02T16:11:06.139397Z" - } - }, - "outputs": [], - "source": [ - "nx.write_gexf(megaGraph(sim_matrixBOWPADI),\"padiBOWGraph.gexf\")\n", - "nx.write_gexf(megaGraph(sim_matrix),\"padiGraph.gexf\")" - ] - }, - { - "cell_type": "code", - "execution_count": 110, - "metadata": { - "ExecuteTime": { - "end_time": "2018-10-02T16:14:03.315262Z", - "start_time": "2018-10-02T16:14:03.311801Z" - } - }, - "outputs": [ - { - "data": { - "text/plain": [ - "0.7331793324454037" - ] - }, - "execution_count": 110, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "sim_matrixBOWPADI[431,115]" - ] - }, - { - "cell_type": "code", - "execution_count": 109, - "metadata": { - "ExecuteTime": { - "end_time": "2018-10-02T16:14:01.094531Z", - "start_time": "2018-10-02T16:14:01.090516Z" - } - }, - "outputs": [ - { - "data": { - "text/plain": [ - "0.2926829268292683" - ] - }, - "execution_count": 109, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "sim_matrix[431,115]" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": { - "ExecuteTime": { - "end_time": "2018-10-05T08:06:54.663572Z", - "start_time": "2018-10-05T08:06:53.717156Z" - } - }, - "outputs": [], - "source": [ - "from strpython.models.str import STR" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": { - "ExecuteTime": { - "end_time": "2018-10-15T21:41:55.860441Z", - "start_time": "2018-10-15T21:41:54.697324Z" - } - }, - "outputs": [], - "source": [ - "gr=megaGraph(sim_matrixMADA)" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": { - "ExecuteTime": { - "end_time": "2018-10-15T21:48:12.955240Z", - "start_time": "2018-10-15T21:48:10.694163Z" - } - }, - "outputs": [], - "source": [ - "graph_vocab=set([])\n", - "belong_to={}\n", - "for n in range(sim_matrixMADA.shape[0]):\n", - " try:\n", - " g=nx.read_gexf(\"../data/graph_data/graph_exp_july_19/normal/{0}.gexf\".format(n))\n", - " [graph_vocab.add(node) for node in list(g.nodes())]\n", - " for node in list(g.nodes()):\n", - " if not node in belong_to:belong_to[node]=[]\n", - " belong_to[node].append(n)\n", - " except:\n", - " continue\n", - "graph_vocab=list(graph_vocab)\n", - "for node in belong_to:\n", - " belong_to[node]=list(set(belong_to[node]))" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": { - "ExecuteTime": { - "end_time": "2018-10-15T21:43:11.812212Z", - "start_time": "2018-10-15T21:43:11.806699Z" - } - }, - "outputs": [], - "source": [ - "new_gr=nx.Graph()\n", - "new_gr.add_nodes_from(graph_vocab)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "ExecuteTime": { - "start_time": "2018-10-15T21:55:58.719Z" - } - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/usr/local/lib/python3.6/site-packages/numpy/core/fromnumeric.py:2920: RuntimeWarning: Mean of empty slice.\n", - " out=out, **kwargs)\n", - "/usr/local/lib/python3.6/site-packages/numpy/core/_methods.py:85: RuntimeWarning: invalid value encountered in double_scalars\n", - " ret = ret.dtype.type(ret / rcount)\n" - ] - } - ], - "source": [ - "nodes=list(new_gr.nodes)\n", - "for n1 in nodes:\n", - " for n2 in nodes:\n", - " if n1 == n2:continue\n", - " if (n1,n2) in new_gr.edges:continue\n", - " b1,b2=belong_to[n1],belong_to[n2]\n", - " values_sim=[]\n", - " for d1 in b1:\n", - " for d2 in b2:\n", - " if (d1,d2) in gr.edges():\n", - " values_sim.append(sim_matrixMADA[d1,d2])\n", - " elif (d2,d1) in gr.edges():\n", - " values_sim.append(sim_matrixMADA[d1,d2])\n", - " new_gr.add_edge(n1,n2,weight=np.mean(values_sim))\n", - " \n", - " " - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "metadata": { - "ExecuteTime": { - "end_time": "2018-10-15T21:51:38.368698Z", - "start_time": "2018-10-15T21:51:38.364545Z" - } - }, - "outputs": [ - { - "data": { - "text/plain": [ - "True" - ] - }, - "execution_count": 22, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "[0,3322] in gr.edges" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.6.5" - }, - "toc": { - "nav_menu": {}, - "number_sections": true, - "sideBar": true, - "skip_h1_title": false, - "toc_cell": false, - "toc_position": {}, - "toc_section_display": "block", - "toc_window_display": false - }, - "varInspector": { - "cols": { - "lenName": 16, - "lenType": 16, - "lenVar": 40 - }, - "kernels_config": { - "python": { - "delete_cmd_postfix": "", - "delete_cmd_prefix": "del ", - "library": "var_list.py", - "varRefreshCmd": "print(var_dic_list())" - }, - "r": { - "delete_cmd_postfix": ") ", - "delete_cmd_prefix": "rm(", - "library": "var_list.r", - "varRefreshCmd": "cat(var_dic_list()) " - } - }, - "types_to_exclude": [ - "module", - "function", - "builtin_function_or_method", - "instance", - "_Feature" - ], - "window_display": false - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/notebooks/.ipynb_checkpoints/StanfordMadaAgro-checkpoint.ipynb b/notebooks/.ipynb_checkpoints/StanfordMadaAgro-checkpoint.ipynb deleted file mode 100644 index 2fd64429bf421126b7000c94ce0f6fd186fbd01f..0000000000000000000000000000000000000000 --- a/notebooks/.ipynb_checkpoints/StanfordMadaAgro-checkpoint.ipynb +++ /dev/null @@ -1,6 +0,0 @@ -{ - "cells": [], - "metadata": {}, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/notebooks/.ipynb_checkpoints/Untitled-checkpoint.ipynb b/notebooks/.ipynb_checkpoints/Untitled-checkpoint.ipynb deleted file mode 100644 index 1ba30feb3a0a29f1ca6bdd42744bd7e87329d0b2..0000000000000000000000000000000000000000 --- a/notebooks/.ipynb_checkpoints/Untitled-checkpoint.ipynb +++ /dev/null @@ -1,5527 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import pandas as pd\n", - "import numpy as np\n", - "from tqdm import tqdm\n", - "tqdm.pandas()\n", - "tqdm.monitor_interval=0\n", - "get_ipython().config.get('IPKernelApp', {})['parent_appname'] = \"\"\n", - "from glob import glob\n", - "from langdetect import detect\n", - "\n", - "import re\n", - "def TextCleaner(RawText, remove_punc = False, lower = False):\n", - "\n", - " #remove html tags\n", - " CleanedText = re.sub('<br />', \" \", RawText)\n", - " CleanedText = re.sub(' ', \"\", CleanedText)\n", - " CleanedText = re.sub('\\n', \"\", CleanedText)\n", - " CleanedText = re.sub('\\t', \"\", CleanedText)\n", - "\n", - " #add whitespace after a dot \n", - " rx = r\"\\.(?=\\S)\"\n", - " CleanedText = re.sub(rx, \". \", CleanedText)\n", - "\n", - " if remove_punc:\n", - " CleanedText = re.sub('[^A-Za-z0-9]+', ' ', CleanedText)\n", - "\n", - " if lower:\n", - " CleanedText = CleanedText.lower()\n", - "\n", - " return(CleanedText.strip())" - ] - }, - { - "cell_type": "code", - "execution_count": 42, - "metadata": {}, - "outputs": [], - "source": [ - "fns=glob(\"../data/corpora/EPI_ELENA/raw_text/*.txt\")" - ] - }, - { - "cell_type": "code", - "execution_count": 43, - "metadata": {}, - "outputs": [], - "source": [ - "df = pd.DataFrame([[fn.split(\"/\")[-1],[TextCleaner(open(fn).read())]] for fn in fns],columns=\"filename content\".split())" - ] - }, - { - "cell_type": "code", - "execution_count": 44, - "metadata": {}, - "outputs": [], - "source": [ - "from polyglot.detect import Detector\n", - "df['lang']=df.content.apply(lambda x :\"en\") #Detector(x[0]).language.code if x[0] else \"en\")" - ] - }, - { - "cell_type": "code", - "execution_count": 45, - "metadata": {}, - "outputs": [], - "source": [ - "import spacy\n", - "nlp = spacy.load(\"en\")" - ] - }, - { - "cell_type": "code", - "execution_count": 46, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "mkdir: padi_nlp: File exists\n" - ] - } - ], - "source": [ - "%mkdir padi_nlp" - ] - }, - { - "cell_type": "code", - "execution_count": 47, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "100%|██████████| 532/532 [00:48<00:00, 11.07it/s]\n" - ] - } - ], - "source": [ - "for ix,row in tqdm(df.iterrows(),total=len(df)):\n", - " doc = nlp(row.content[0])\n", - " doc.to_disk(\"padi_nlp/{0}.pkl\".format(ix))" - ] - }, - { - "cell_type": "code", - "execution_count": 48, - "metadata": {}, - "outputs": [], - "source": [ - "nlp.vocab.to_disk(\"padi_nlp/vocab.pkl\")" - ] - }, - { - "cell_type": "code", - "execution_count": 54, - "metadata": {}, - "outputs": [], - "source": [ - "df[\"idx_files\"]=df.index" - ] - }, - { - "cell_type": "code", - "execution_count": 55, - "metadata": {}, - "outputs": [], - "source": [ - "df.to_pickle(\"data_padi.pkl\")" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "df=pd.read_pickle(\"data_padi.pkl\")" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "df[\"idx_files\"]=df[\"idx_files\"].apply(lambda x : [x])" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [], - "source": [ - "df[\"id_doc\"]=df.filename.apply(lambda x: int(x.replace(\".txt\",\"\")))" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [], - "source": [ - "import networkx as nx\n", - "df[\"nx_object\"]=df.id_doc.apply(lambda x: nx.read_gexf(\"../data/graph_data/graph_exp_fev_18/normal/{0}.gexf\".format(x)))" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [], - "source": [ - "df.to_pickle(\"data_padi_final.pkl\")" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import pandas as pd\n", - "import numpy as np\n", - "from tqdm import tqdm\n", - "tqdm.pandas()\n", - "from strpython.pipeline import Pipeline\n", - "from strpython.nlp.ner.spacy import Spacy\n", - "from strpython.nlp.pos_tagger.tagger import Tagger\n", - "from strpython.nlp.disambiguator.wikipedia_cooc import WikipediaDisambiguator\n", - "from strpython.models.str import STR\n", - "df= pd.read_pickle(\"data_padi_final.pkl\")\n", - "import networkx as nx\n", - "get_ipython().config.get('IPKernelApp', {})['parent_appname'] = \"\"" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "pip=Pipeline(lang=\"english\",ner=Spacy(lang=\"en\"),tagger=Tagger())" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "df[\"content\"]=df.content.apply(lambda x: x[0] if x else \"\")" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "\n", - " 0%| | 0/532 [00:00<?, ?it/s]\u001b[A\n", - " 0%| | 2/532 [00:00<03:15, 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- "df[\"ext_1\"]=df.str_object.progress_apply(lambda x: pip.transform(x,type_trans=\"ext\",adjacent_count=1))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - " 1%| | 3/532 [00:00<02:02, 4.32it/s]/Users/jacquesfize/nas_cloud/Code/str-python/strpython/models/str.py:118: UserWarning: Labels list is empty. @en labels from Geo-Database will be used by default\n", - " warnings.warn(\"Labels list is empty. @en labels from Geo-Database will be used by default\")\n", - " 3%|â–Ž | 14/532 [00:09<06:11, 1.39it/s]/usr/local/lib/python3.6/site-packages/tqdm/_monitor.py:89: TqdmSynchronisationWarning: Set changed size during iteration (see https://github.com/tqdm/tqdm/issues/481)\n", - " TqdmSynchronisationWarning)\n", - " 3%|â–Ž | 18/532 [00:12<06:28, 1.32it/s]/usr/local/lib/python3.6/site-packages/numpy/core/fromnumeric.py:3118: RuntimeWarning: Mean of empty slice.\n", - " out=out, **kwargs)\n", - " 29%|██▉ | 156/532 [00:58<06:09, 1.02it/s]" - ] - } - ], - "source": [ - "df[\"ext_2\"]=df.str_object.progress_apply(lambda x: pip.transform(x,type_trans=\"ext\",adjacent_count=2))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "df[\"gen_region\"]=df.str_object.progress_apply(lambda x: pip.transform(str_,type_trans=\"gen\",type_gen=\"bounded\",bound=\"region\"))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "df[\"gen_country\"]=df.str_object.progress_apply(lambda x: pip.transform(str_,type_trans=\"gen\",type_gen=\"bounded\",bound=\"country\"))" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.6.5" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/notebooks/.ipynb_checkpoints/Untitled1-checkpoint.ipynb b/notebooks/.ipynb_checkpoints/Untitled1-checkpoint.ipynb deleted file mode 100644 index 2fd64429bf421126b7000c94ce0f6fd186fbd01f..0000000000000000000000000000000000000000 --- a/notebooks/.ipynb_checkpoints/Untitled1-checkpoint.ipynb +++ /dev/null @@ -1,6 +0,0 @@ -{ - "cells": [], - "metadata": {}, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/notebooks/.ipynb_checkpoints/Who is American-checkpoint.ipynb b/notebooks/.ipynb_checkpoints/Who is American-checkpoint.ipynb deleted file mode 100644 index 66df3ce7fdc83e33081d32155d83ee0fdb0414a3..0000000000000000000000000000000000000000 --- a/notebooks/.ipynb_checkpoints/Who is American-checkpoint.ipynb +++ /dev/null @@ -1,361 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-07T09:04:17.522184Z", - "start_time": "2018-05-07T09:04:17.519688Z" - } - }, - "source": [ - "## Who is American !" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-07T09:04:45.726337Z", - "start_time": "2018-05-07T09:04:45.722912Z" - } - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "/Users/jacquesfize/nas_cloud/Code/str-python\n" - ] - } - ], - "source": [ - "cd .." - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-07T09:05:43.238715Z", - "start_time": "2018-05-07T09:05:43.044133Z" - } - }, - "outputs": [], - "source": [ - "from glob import glob\n", - "import numpy as np\n", - "import pandas as pd\n", - "import sys\n", - "from helpers.gazeteer_helpers import *\n", - "from ipywidgets import IntProgress\n", - "from IPython.display import display" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-07T09:05:43.829777Z", - "start_time": "2018-05-07T09:05:43.808953Z" - } - }, - "outputs": [], - "source": [ - "files=glob(\"/Users/jacquesfize/LOD_DATASETS/bv_lac_pos_ner_disambiguate_3/*.csv\")" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-07T09:20:12.992593Z", - "start_time": "2018-05-07T09:18:19.683148Z" - } - }, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "380cb420217347aa86278233a54ceb97", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "IntProgress(value=0, description='Processing', max=5552)" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "5552/5552" - ] - } - ], - "source": [ - "i=0\n", - "n=len(files)\n", - "points={}\n", - "p=IntProgress(description=\"Processing\",max=n)\n", - "display(p)\n", - "for fn in files:\n", - " i+=1\n", - " p.value+=1\n", - " sys.stdout.write(\"\\r{0}/{1}\".format(i,n))\n", - " df=pd.read_csv(fn)\n", - " df=df.fillna(\"O\")\n", - " for id,row in df.iterrows():\n", - " if not row[\"GID\"] or row[\"GID\"] == \"O\":\n", - " continue\n", - " if not row[\"GID\"] in points:\n", - " data=pd.Series(get_data(row[\"GID\"]))\n", - " if \"coord\" in data:\n", - " points[row[\"GID\"]]=[data[\"coord\"][\"lat\"], data[\"coord\"][\"lon\"]]" - ] - }, - { - "cell_type": "code", - "execution_count": 23, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-07T09:30:41.933566Z", - "start_time": "2018-05-07T09:28:57.024987Z" - } - }, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "ad429fa3908046638a6afab59ba8aeee", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "IntProgress(value=0, description='Processing', max=5552)" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "i=0\n", - "n=len(files)\n", - "#points={}\n", - "p=IntProgress(description=\"Processing\",max=n)\n", - "display(p)\n", - "america_fn=[]\n", - "spat_en={}\n", - "for fn in files:\n", - " i+=1\n", - " p.value+=1\n", - " df=pd.read_csv(fn)\n", - " df=df.fillna(\"O\")\n", - " for id,row in df.iterrows():\n", - " if not row[\"GID\"] or row[\"GID\"] == \"O\":\n", - " continue\n", - " if row[\"GID\"] in points:\n", - " point=points[row[\"GID\"]]\n", - " if point[0] <73 and point[0] > -69 and point[1] <-27 and point[1] > -172:\n", - " os.\n", - " if not row[\"GID\"] in spat_en: spat_en[row[\"GID\"]]=get_data(row[\"GID\"])[\"en\"]" - ] - }, - { - "cell_type": "code", - "execution_count": 65, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-07T10:06:44.312970Z", - "start_time": "2018-05-07T10:06:43.360985Z" - } - }, - "outputs": [], - "source": [ - "america_fn=list(set(america_fn))\n", - "from shutil import copyfile\n", - "for fns in america_fn:\n", - " copyfile(fns, \"./american_files/\"+fns.replace(\"/Users/jacquesfize/LOD_DATASETS/bv_lac_pos_ner_disambiguate_3/\",\"\"))" - ] - }, - { - "cell_type": "code", - "execution_count": 57, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-07T09:54:52.294480Z", - "start_time": "2018-05-07T09:54:52.094109Z" - } - }, - "outputs": [], - "source": [ - "data=pd.read_csv(\"/Users/jacquesfize/LOD_DATASETS/language_resources/firstnames.csv\",sep=\";\")\n", - "data[\"name\"]=data[\"name\"].apply(lambda x:str(x).replace(\"+\",\" \"))" - ] - }, - { - "cell_type": "code", - "execution_count": 58, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-07T09:54:53.534463Z", - "start_time": "2018-05-07T09:54:53.525480Z" - } - }, - "outputs": [], - "source": [ - "selector=pd.DataFrame.from_dict(spat_en,orient=\"index\")[0].isin(data[\"name\"])" - ] - }, - { - "cell_type": "code", - "execution_count": 59, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-07T09:54:54.105605Z", - "start_time": "2018-05-07T09:54:54.101076Z" - } - }, - "outputs": [ - { - "data": { - "text/plain": [ - "190" - ] - }, - "execution_count": 59, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "len(pd.DataFrame.from_dict(spat_en,orient=\"index\")[selector])" - ] - }, - { - "cell_type": "code", - "execution_count": 60, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-07T09:54:54.881309Z", - "start_time": "2018-05-07T09:54:54.877847Z" - } - }, - "outputs": [ - { - "data": { - "text/plain": [ - "843" - ] - }, - "execution_count": 60, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "len(spat_en)" - ] - }, - { - "cell_type": "code", - "execution_count": 63, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-07T09:59:08.443249Z", - "start_time": "2018-05-07T09:59:08.436674Z" - } - }, - "outputs": [ - { - "data": { - "text/plain": [ - "16346" - ] - }, - "execution_count": 63, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "open(\"test.csv\",'w').write(pd.DataFrame.from_dict(spat_en,orient=\"index\").to_csv())" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.6.5" - }, - "toc": { - "nav_menu": {}, - "number_sections": true, - "sideBar": true, - "skip_h1_title": false, - "toc_cell": false, - "toc_position": {}, - "toc_section_display": "block", - "toc_window_display": false - }, - "varInspector": { - "cols": { - "lenName": 16, - "lenType": 16, - "lenVar": 40 - }, - "kernels_config": { - "python": { - "delete_cmd_postfix": "", - "delete_cmd_prefix": "del ", - "library": "var_list.py", - "varRefreshCmd": "print(var_dic_list())" - }, - "r": { - "delete_cmd_postfix": ") ", - "delete_cmd_prefix": "rm(", - "library": "var_list.r", - "varRefreshCmd": "cat(var_dic_list()) " - } - }, - "types_to_exclude": [ - "module", - "function", - "builtin_function_or_method", - "instance", - "_Feature" - ], - "window_display": false - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/notebooks/.ipynb_checkpoints/corpusmadahard-checkpoint.ipynb b/notebooks/.ipynb_checkpoints/corpusmadahard-checkpoint.ipynb deleted file mode 100644 index 6e1b35f3797b90cc2e1a8a0bf440a0d586c6171a..0000000000000000000000000000000000000000 --- a/notebooks/.ipynb_checkpoints/corpusmadahard-checkpoint.ipynb +++ /dev/null @@ -1,1149 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-16T09:10:29.573644Z", - "start_time": "2018-05-16T09:10:29.568274Z" - } - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "/Users/jacquesfize/nas_cloud/Code/str-python\n" - ] - } - ], - "source": [ - "%cd .." - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-16T09:10:29.579513Z", - "start_time": "2018-05-16T09:10:29.576550Z" - } - }, - "outputs": [], - "source": [ - "from ipywidgets import IntProgress\n", - "from IPython.display import display" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-16T09:10:29.976954Z", - "start_time": "2018-05-16T09:10:29.581801Z" - } - }, - "outputs": [], - "source": [ - "%load_ext Cython" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-16T09:10:30.474255Z", - "start_time": "2018-05-16T09:10:29.979171Z" - } - }, - "outputs": [], - "source": [ - "import pandas as pd\n", - "import os,re\n", - "import numpy as np\n", - "output_dir=\"/Users/jacquesfize/LOD_DATASETS/raw_bvlac_ner_spacy/\"\n", - "%matplotlib inline" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-16T09:10:30.561330Z", - "start_time": "2018-05-16T09:10:30.476197Z" - } - }, - "outputs": [], - "source": [ - "from helpers.gazeteer_helpers import get_most_common_id,get_data,get_most_common_id_v2,get_most_common_id_alias_v2" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-16T09:10:30.605890Z", - "start_time": "2018-05-16T09:10:30.563046Z" - } - }, - "outputs": [ - { - "data": { - "text/plain": [ - "('GD2373613', 2363.0420701386847)" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "def get_most_common_id_v3(label,lang='fr'):\n", - " id_,score=get_most_common_id_v2(label,lang)\n", - " if id_:\n", - " return id_,score\n", - " if not id_ and lang !='en':\n", - " id_,score=get_most_common_id_v2(label,'en')\n", - " if id_:\n", - " return id_,score\n", - " id_,score=get_most_common_id_alias_v2(label,lang)\n", - " if not id_ and lang !='en':\n", - " id_,score=get_most_common_id_v2(label,'en')\n", - " if id_:\n", - " return id_,score\n", - " return None,-1\n", - "get_most_common_id_v3(\"Berlin\")" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-16T09:10:30.824167Z", - "start_time": "2018-05-16T09:10:30.608360Z" - } - }, - "outputs": [], - "source": [ - "stop_words={\n", - " \"fr\":set(open(\"/Users/jacquesfize/LOD_DATASETS/language_resources/stop_words_fr.txt\").read().split(\"\\n\")),\n", - " \"en\":set(open(\"/Users/jacquesfize/LOD_DATASETS/language_resources/stop_words_en.txt\").read().split(\"\\n\")),\n", - "}\n", - "common_words={\n", - " #\"fr\":set(open(\"/Users/jacquesfize/LOD_DATASETS/language_resources/french_common_words.txt\").read().split(\"\\n\")),\n", - " \"fr\":set(json.load(open(\"/Users/jacquesfize/LOD_DATASETS/language_resources/dic_fr.json\"))),\n", - " \"en\":set(open(\"/Users/jacquesfize/LOD_DATASETS/language_resources/english_common_words_filtered.txt\").read().split(\"\\n\")),\n", - "}\n", - "def disambiguate(label,lang='fr'):\n", - " if re.match(\"^\\d+$\",label):\n", - " return 'O',-1\n", - " if label.lower() in stop_words[lang] or label.lower() in common_words[lang]:\n", - " return 'O',-1\n", - " \n", - " plural=label.rstrip(\"s\")+\"s\"\n", - " if plural.lower() in stop_words[lang] or plural.lower() in common_words[lang]:\n", - " return 'O',-1\n", - " \n", - " id_,score=get_most_common_id_v3(label,lang)\n", - " if id_:\n", - " id_en,score_en=get_most_common_id_v3(label,\"en\")\n", - " if id_en and score_en:\n", - " if score_en> score:\n", - " id_,score=id_en,score_en\n", - " id_alias,score_alias=get_most_common_id_alias_v2(label,lang)\n", - " if id_alias and score_alias:\n", - " if score_alias> score:\n", - " id_,score=id_alias,score_alias\n", - " return id_,score " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "**Improving string merge with C/C++ translation!!!!!**" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-16T09:10:30.861208Z", - "start_time": "2018-05-16T09:10:30.826200Z" - } - }, - "outputs": [], - "source": [ - "%%cython\n", - "\n", - "#cdef list ch=[\"Le\",\"pont\",\"d'\",\"avignon\",\"est\",\"-\",\"sympa\"]\n", - "def foo2(list ch):\n", - " return [c+(\"\" if c[-1] in [\"\\'\",\"’\",\"-\"] else \" \") for c in ch]" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-16T09:10:30.871873Z", - "start_time": "2018-05-16T09:10:30.863019Z" - }, - "format": "row" - }, - "outputs": [], - "source": [ - "def reformat_data(data):\n", - " index=pd.DataFrame(data[data[\"ent_type_\"] == \"LOC\"].index)\n", - " index[\"diff\"]=index[0].diff()\n", - " index=index.set_index(0)\n", - " data[\"diff\"]=index\n", - " data[\"diff2\"]=(data[(data[\"ent_type_\"]==\"LOC\")][\"diff\"]>1).cumsum()\n", - " mx_=data[\"diff2\"].notnull().max()\n", - " def foo(x):\n", - " if pd.isnull(x).any():\n", - " mx_+=1\n", - " return mx_\n", - " return x\n", - " f={\n", - " 'text':lambda x: \"\".join(foo2(list(map(str,x)))).rstrip(),\n", - " 'pos_':'max',\n", - " 'ent_type_':'max'\n", - "\n", - " }\n", - " \n", - " return data.groupby(\"diff2\",as_index=False).agg(f)\n" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-16T09:10:31.079304Z", - "start_time": "2018-05-16T09:10:30.874585Z" - } - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "/Users/jacquesfize/LOD_DATASETS/raw_bvlac/associated_lang.json\r\n", - "/Users/jacquesfize/LOD_DATASETS/raw_bvlac/association.json\r\n", - "/Users/jacquesfize/LOD_DATASETS/raw_bvlac/count_agro_eco_mada.json\r\n", - "/Users/jacquesfize/LOD_DATASETS/raw_bvlac/tokens.json\r\n" - ] - } - ], - "source": [ - "!ls /Users/jacquesfize/LOD_DATASETS/raw_bvlac/*.json" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-16T09:10:31.148235Z", - "start_time": "2018-05-16T09:10:31.082127Z" - } - }, - "outputs": [], - "source": [ - "data_lang=pd.DataFrame(data=list(\n", - " json.load(open(\"/Users/jacquesfize/LOD_DATASETS/raw_bvlac/associated_lang.json\")).items()),\n", - " columns=[\"id_doc\",\"lang\"]\n", - ")\n", - "data_count_agro=pd.DataFrame(data=list(\n", - " json.load(open(\"/Users/jacquesfize/LOD_DATASETS/raw_bvlac/count_agro_eco_mada.json\")).items()),\n", - " columns=[\"id_doc\",\"count\"]\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-16T09:10:31.189013Z", - "start_time": "2018-05-16T09:10:31.150511Z" - } - }, - "outputs": [], - "source": [ - "data_ext=pd.DataFrame(data=list(\n", - " json.load(open(\"/Users/jacquesfize/LOD_DATASETS/raw_bvlac/association.json\")).items()),\n", - " columns=[\"id_doc\",\"format\"]\n", - ")\n", - "data_ext[\"format\"]=data_ext[\"format\"].apply(lambda x : x.split(\".\")[-1])" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-16T09:10:31.212030Z", - "start_time": "2018-05-16T09:10:31.191214Z" - } - }, - "outputs": [], - "source": [ - "good_lang=data_lang[(data_lang[\"lang\"] == \"fr\") | (data_lang[\"lang\"] == \"en\")]\n", - "selected=data_count_agro[data_count_agro[\"id_doc\"].isin(good_lang[\"id_doc\"])]\n", - "selected[\"format\"]=data_ext[data_ext[\"id_doc\"].isin(good_lang[\"id_doc\"])][\"format\"]" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-16T09:10:31.218567Z", - "start_time": "2018-05-16T09:10:31.213813Z" - } - }, - "outputs": [], - "source": [ - "selected=selected[selected[\"count\"]>3]" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-16T09:10:31.246298Z", - "start_time": "2018-05-16T09:10:31.220975Z" - } - }, - "outputs": [ - { - "data": { - "text/plain": [ - "90848" - ] - }, - "execution_count": 15, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "open(\"selected_mada.json\",'w').write(selected.to_csv())" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-16T09:10:31.255328Z", - "start_time": "2018-05-16T09:10:31.248271Z" - } - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "format,id_doc,count\n", - "doc,2163,2163\n", - "docx,194,194\n", - "html,791,791\n", - "pdf,598,598\n", - "txt,43,43\n", - "xls,826,826\n", - "xlsx,35,35\n", - "xml,7,7\n", - "\n" - ] - } - ], - "source": [ - "print(selected.groupby('format').count().to_csv())" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-16T09:10:31.263967Z", - "start_time": "2018-05-16T09:10:31.257162Z" - } - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "format,id_doc\n", - "doc,6651\n", - "docx,838\n", - "html,3465\n", - "pdf,1931\n", - "ppt,228\n", - "pptx,40\n", - "sql,1\n", - "txt,157\n", - "xls,2544\n", - "xlsx,126\n", - "xml,29\n", - "\n" - ] - } - ], - "source": [ - "print(data_ext.groupby('format').count().to_csv())" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-16T09:10:31.667687Z", - "start_time": "2018-05-16T09:10:31.266005Z" - } - }, - "outputs": [ - { - "data": { - "text/plain": [ - "<matplotlib.axes._subplots.AxesSubplot at 0x114914d68>" - ] - }, - "execution_count": 18, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "<matplotlib.figure.Figure at 0x114914550>" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "selected.plot.hist(bins=100,cumulative=True)" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-16T09:10:31.762918Z", - "start_time": "2018-05-16T09:10:31.669411Z" - } - }, - "outputs": [], - "source": [ - "categories=pd.qcut(selected[\"count\"],4,labels=range(4)).sort_index()\n", - "selected[\"class\"]=categories\n", - "selected=selected[selected[\"count\"]>0]\n", - "selected=selected.reset_index(drop=True)" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-16T09:10:31.768893Z", - "start_time": "2018-05-16T09:10:31.764543Z" - } - }, - "outputs": [], - "source": [ - "def read_csv_ner(path):\n", - " header=[\"text\", \"lemma_\", \"pos_\", \"tag_\", \"dep_\",\"shape_\", \"is_alpha\", \"is_stop\",\"ent_type_\"]\n", - " data=pd.read_csv(path,sep=\"\\t\",names=header,error_bad_lines=False,warn_bad_lines=False,header=None).dropna(axis=0, how='all')\n", - " return data\n" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-16T09:10:31.898864Z", - "start_time": "2018-05-16T09:10:31.771111Z" - }, - "scrolled": true - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "mkdir: /Users/jacquesfize/LOD_DATASETS/bv_lac_pos_ner_disambiguate_5: File exists\r\n" - ] - } - ], - "source": [ - "!mkdir /Users/jacquesfize/LOD_DATASETS/bv_lac_pos_ner_disambiguate_5" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-16T09:10:31.904875Z", - "start_time": "2018-05-16T09:10:31.901715Z" - } - }, - "outputs": [], - "source": [ - "skip=0\n", - "skipPercentage=0.10" - ] - }, - { - "cell_type": "code", - "execution_count": 23, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-16T09:10:32.031609Z", - "start_time": "2018-05-16T09:10:31.907100Z" - } - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "mkdir: /Users/jacquesfize/LOD_DATASETS/disambiguate_1: File exists\r\n" - ] - } - ], - "source": [ - "%mkdir /Users/jacquesfize/LOD_DATASETS/disambiguate_1" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "ExecuteTime": { - "start_time": "2018-05-16T09:14:19.270Z" - }, - "scrolled": true - }, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "a1d86670cb9f4dcba174c96a99e4baf5", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "IntProgress(value=0, description='Processing', max=5552)" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\r", - "1/5552" - ] - } - ], - "source": [ - "import sys\n", - "i=0\n", - "n=len(selected)\n", - "import time\n", - "p=IntProgress(description=\"Processing\",max=n)\n", - "display(p)\n", - "\n", - "for id_,row in selected.iterrows():\n", - " p.value+=1\n", - " i+=1\n", - " try:\n", - " df=reformat_data(read_csv_ner(output_dir+\"{0}.csv\".format(row[\"id_doc\"])))\n", - " except:\n", - " print(row[\"id_doc\"])\n", - " #df=read_csv_ner(output_dir+\"{0}.csv\".format(row[\"id_doc\"]))\n", - " #df=df[skip:]\n", - " #df=reformat_data(df)\n", - " #skip=int(skipPercentage*len(df))\n", - " #df=df[skip:]\n", - " sys.stdout.write(\"\\r{0}/{1}\".format(i,n))\n", - " if df.empty:\n", - " print(row[\"id_doc\"])\n", - " df.to_csv(\"/Users/jacquesfize/LOD_DATASETS/disambiguate_1/{0}.csv\".format(row[\"id_doc\"]))\n", - " continue\n", - " df[\"GID\"]=df[df[\"ent_type_\"] == \"LOC\"][\"text\"].apply(\n", - " lambda x: disambiguate(x,lang=data_lang[data_lang[\"id_doc\"] == row[\"id_doc\"]][\"lang\"].values[0])[0]\n", - " )\n", - " df.to_csv(\"/Users/jacquesfize/LOD_DATASETS/disambiguate_1/{0}.csv\".format(row[\"id_doc\"]))\n", - "\n", - " \n" - ] - }, - { - "cell_type": "code", - "execution_count": 27, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-16T09:13:16.096156Z", - "start_time": "2018-05-16T09:13:15.843266Z" - } - }, - "outputs": [], - "source": [ - "df=reformat_data(read_csv_ner(output_dir+\"{0}.csv\".format(2)))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-16T09:11:35.133829Z", - "start_time": "2018-05-16T09:10:29.700Z" - } - }, - "outputs": [], - "source": [ - "from glob import glob\n", - "import numpy as np\n", - "import sys\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-16T09:11:35.135250Z", - "start_time": "2018-05-16T09:10:29.702Z" - } - }, - "outputs": [], - "source": [ - "files=glob(\"/Users/jacquesfize/LOD_DATASETS/bv_lac_pos_ner_disambiguate_5/*.csv\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-16T09:11:35.136229Z", - "start_time": "2018-05-16T09:10:29.704Z" - } - }, - "outputs": [], - "source": [ - "i=0\n", - "n=len(files)\n", - "points={}\n", - "p=IntProgress(description=\"Processing\",max=n)\n", - "display(p)\n", - "for fn in files:\n", - " i+=1\n", - " p.value+=1\n", - " sys.stdout.write(\"\\r{0}/{1}\".format(i,n))\n", - " df=pd.read_csv(fn)\n", - " df=df.fillna(\"O\")\n", - " for id,row in df.iterrows():\n", - " if not row[\"GID\"] or row[\"GID\"] == \"O\":\n", - " continue\n", - " if not row[\"GID\"] in points:\n", - " data=pd.Series(get_data(row[\"GID\"]))\n", - " if \"coord\" in data:\n", - " points[row[\"GID\"]]=[data[\"coord\"][\"lat\"], data[\"coord\"][\"lon\"]]" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-16T09:11:35.137502Z", - "start_time": "2018-05-16T09:10:29.706Z" - } - }, - "outputs": [], - "source": [ - "i=0\n", - "n=len(files)\n", - "count={}\n", - "p=IntProgress(description=\"Processing\",max=n)\n", - "display(p)\n", - "for fn in files:\n", - " i+=1\n", - " p.value+=1\n", - " sys.stdout.write(\"\\r{0}/{1}\".format(i,n))\n", - " df=pd.read_csv(fn)\n", - " df=df.fillna(\"O\")\n", - " for id,row in df.iterrows():\n", - " if not row[\"GID\"] or row[\"GID\"] == \"O\":\n", - " continue\n", - " if not row[\"GID\"] in count:\n", - " count[row[\"GID\"]]=0\n", - " count[row[\"GID\"]]+=1" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-16T09:11:35.139281Z", - "start_time": "2018-05-16T09:10:29.708Z" - } - }, - "outputs": [], - "source": [ - "i=0\n", - "n=len(files)\n", - "count_idf={}\n", - "p=IntProgress(description=\"Processing\",max=n)\n", - "display(p)\n", - "for fn in files:\n", - " i+=1\n", - " p.value+=1\n", - " sys.stdout.write(\"\\r{0}/{1}\".format(i,n))\n", - " df=pd.read_csv(fn)\n", - " df=df.fillna(\"O\")\n", - " for gid in df[\"GID\"].unique():\n", - " if not gid or gid == \"O\":\n", - " continue\n", - " if not gid in count_idf:\n", - " count_idf[gid]=0\n", - " count_idf[gid]+=1" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-16T09:11:35.140723Z", - "start_time": "2018-05-16T09:10:29.708Z" - } - }, - "outputs": [], - "source": [ - "df=pd.DataFrame.from_dict(points, orient='index')\n", - "df=df.rename(columns={0:\"lat\",1:\"lon\"})\n", - "df[\"count\"]=pd.DataFrame.from_dict(count, orient='index')\n", - "df[\"idf\"]=len(fn)/pd.DataFrame.from_dict(count_idf, orient='index')\n", - "df[\"idf\"]=np.log(df.idf)\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-16T09:11:35.142191Z", - "start_time": "2018-05-16T09:10:29.710Z" - } - }, - "outputs": [], - "source": [ - "df.head(5)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-16T09:11:35.143577Z", - "start_time": "2018-05-16T09:10:29.712Z" - } - }, - "outputs": [], - "source": [ - "# Libraries\n", - "from mpl_toolkits.basemap import Basemap\n", - "import matplotlib.pyplot as plt\n", - " \n", - "# Set the dimension of the figure\n", - "my_dpi=96\n", - "plt.figure(figsize=(2600/my_dpi, 1800/my_dpi), dpi=my_dpi)\n", - " \n", - "# Make the background map\n", - "m=Basemap(llcrnrlon=-180, llcrnrlat=-65,urcrnrlon=180,urcrnrlat=80)\n", - "#m.drawmapboundary(fill_color='#A6CAE0', linewidth=0)\n", - "m.fillcontinents(color='grey', alpha=0.3)\n", - "m.drawcoastlines(linewidth=0.1, color=\"#666666\")\n", - "#m.arcgisimage(service='ESRI_Imagery_World_2D', xpixels = 1500)\n", - "# Add a point per position\n", - "m.scatter(df['lon'], df['lat'], s=df['count'].apply(lambda x:np.log(x))*2,c=df['count'].apply(lambda x:np.log(x)), cmap=\"YlOrRd\")\n", - " \n", - "# copyright and source data info\n", - "#plt.text( -170, -58,\"Répartition des entités spatiales dans le corpus BVLAC (5500 documents)\", ha='left', va='bottom', size=9, color='#555555' )\n", - "m.colorbar()\n", - "plt.title(\"Spatial Entities Occurrence in BVLAC Corpus (World Scale)\",fontdict={\"fontsize\":24})\n", - "# Save as png\n", - "plt.savefig('SE_Dispersion_World_{0}Per.pdf'.format(skipPercentage), bbox_inches='tight')" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-16T09:11:35.145171Z", - "start_time": "2018-05-16T09:10:29.714Z" - } - }, - "outputs": [], - "source": [ - "# Libraries\n", - "from mpl_toolkits.basemap import Basemap\n", - "import matplotlib.pyplot as plt\n", - " \n", - "# Set the dimension of the figure\n", - "my_dpi=96\n", - "plt.figure(figsize=(2600/my_dpi, 1800/my_dpi), dpi=my_dpi)\n", - " \n", - "# Make the background map 43.2541870461, -25.6014344215, 50.4765368996, -12.0405567359)\n", - "m=Basemap(llcrnrlon=43.2541870461, llcrnrlat=-25.6014344215,urcrnrlon=50.4765368996,urcrnrlat=-12.0405567359,resolution='h')\n", - "#m.drawmapboundary(fill_color='#A6CAE0', linewidth=0)\n", - "m.fillcontinents(color='grey', alpha=0.3)\n", - "m.drawcoastlines(linewidth=0.1, color=\"#666666\")\n", - "#m.arcgisimage(service='ESRI_Imagery_World_2D', xpixels = 1500)\n", - "\n", - "df2=df[(df['lon'] > 43.5) & (df['lon'] < 50.47) & (df['lat'] > -25.6) & (df['lat'] < -12.04) ]\n", - "\n", - "# Add a point per position\n", - "#m.scatter(df2['lon'], df2['lat'], s=df2['count']/6, alpha=0.4, cmap=\"autumn\")\n", - "m.scatter(df2['lon'], df2['lat'],s=df2['count'].apply(lambda x:np.log(x))*3, c=df2['count'].apply(lambda x:np.log(x)), cmap=\"YlOrRd\")\n", - "# copyright and source data info\n", - "#plt.text( -170, -58,\"Répartition des entités spatiales dans le corpus BVLAC (5500 documents)\", ha='left', va='bottom', size=9, color='#555555' )\n", - " \n", - "# Save as png\n", - "m.colorbar(location='bottom')\n", - "plt.title(\"Spatial Entities Occurrence in BVLAC Corpus (Madagascar Scale)\",fontdict={\"fontsize\":15})\n", - "plt.savefig('SE_Dispersion_MADA_{0}Per.pdf'.format(skipPercentage), bbox_inches='tight')" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-16T09:11:35.146513Z", - "start_time": "2018-05-16T09:10:29.716Z" - } - }, - "outputs": [], - "source": [ - "# Libraries\n", - "from mpl_toolkits.basemap import Basemap\n", - "import matplotlib.pyplot as plt\n", - " \n", - "# Set the dimension of the figure\n", - "my_dpi=96\n", - "plt.figure(figsize=(2600/my_dpi, 1800/my_dpi), dpi=my_dpi)\n", - " \n", - "# Make the background map\n", - "m=Basemap(llcrnrlon=-180, llcrnrlat=-65,urcrnrlon=180,urcrnrlat=80)\n", - "#m.drawmapboundary(fill_color='#A6CAE0', linewidth=0)\n", - "m.fillcontinents(color='grey', alpha=0.3)\n", - "m.drawcoastlines(linewidth=0.1, color=\"#666666\")\n", - "#m.arcgisimage(service='ESRI_Imagery_World_2D', xpixels = 1500)\n", - "# Add a point per position\n", - "m.scatter(df['lon'], df['lat'], s=df['idf'].apply(lambda x:np.log(x)),c=df['idf'], cmap=\"autumn\")\n", - " \n", - "# copyright and source data info\n", - "#plt.text( -170, -58,\"Répartition des entités spatiales dans le corpus BVLAC (5500 documents)\", ha='left', va='bottom', size=9, color='#555555' )\n", - "m.colorbar()\n", - "plt.title(\"Spatial Entities IDF in BVLAC Corpus (World Scale)\",fontdict={\"fontsize\":24})\n", - "# Save as png\n", - "plt.savefig('SE_Dispersion_IDF_World_{0}Per.pdf'.format(skipPercentage), bbox_inches='tight')" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-16T09:11:35.147911Z", - "start_time": "2018-05-16T09:10:29.718Z" - } - }, - "outputs": [], - "source": [ - "# Libraries\n", - "from mpl_toolkits.basemap import Basemap\n", - "import matplotlib.pyplot as plt\n", - " \n", - "# Set the dimension of the figure\n", - "my_dpi=96\n", - "plt.figure(figsize=(2600/my_dpi, 1800/my_dpi), dpi=my_dpi)\n", - " \n", - "# Make the background map 43.2541870461, -25.6014344215, 50.4765368996, -12.0405567359)\n", - "m=Basemap(llcrnrlon=43.2541870461, llcrnrlat=-25.6,urcrnrlon=50.4765368996,urcrnrlat=-11.5,resolution=\"h\")\n", - "#m.drawmapboundary(fill_color='#A6CAE0', linewidth=0)\n", - "m.fillcontinents(color='grey', alpha=0.3)\n", - "m.drawcoastlines(linewidth=0.1, color=\"#666666\")\n", - "#m.arcgisimage(service='ESRI_Imagery_World_2D', xpixels = 1500)\n", - "\n", - "df2=df[(df['lon'] > 43.5) & (df['lon'] < 50.47) & (df['lat'] > -25.6) & (df['lat'] < -12.04) ]\n", - "\n", - "# Add a point per position\n", - "#m.scatter(df2['lon'], df2['lat'], s=df2['count']/6, alpha=0.4, cmap=\"autumn\")\n", - "m.scatter(df2['lon'], df2['lat'],s=df2['idf'].apply(lambda x:np.log(x)),c=df2['idf'], cmap=\"YlOrRd\")\n", - "# copyright and source data info\n", - "#plt.text( -170, -58,\"Répartition des entités spatiales dans le corpus BVLAC (5500 documents)\", ha='left', va='bottom', size=9, color='#555555' )\n", - " \n", - "# Save as png\n", - "m.colorbar(location='bottom')\n", - "plt.title(\"Spatial Entities IDF in BVLAC Corpus (Madagascar Scale)\",fontdict={\"fontsize\":15})\n", - "plt.savefig('SE_Dispersion_IDF_MADA_{0}Per.pdf'.format(skipPercentage), bbox_inches='tight')" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-16T09:11:35.149138Z", - "start_time": "2018-05-16T09:10:29.720Z" - } - }, - "outputs": [], - "source": [ - "ch=[\"Le\",\"pont\",\"d'\",\"avignon\",\"est\",\"-\",\"sympa\"]\n", - "[c+(\"\" if c[-1] in [\"\\'\",\"-\"] else \" \") for c in ch]" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-16T09:11:35.150112Z", - "start_time": "2018-05-16T09:10:29.722Z" - } - }, - "outputs": [], - "source": [ - "files=glob(\"/Users/jacquesfize/LOD_DATASETS/bv_lac_pos_ner_disambiguate_3/*.csv\")\n", - "i=0\n", - "n=len(files)\n", - "old_points={}\n", - "for fn in files:\n", - " i+=1\n", - " sys.stdout.write(\"\\r{0}/{1}\".format(i,n))\n", - " df=pd.read_csv(fn)\n", - " df=df.fillna(\"O\")\n", - " for id,row in df.iterrows():\n", - " if not row[\"GID\"] or row[\"GID\"] == \"O\":\n", - " continue\n", - " if not row[\"GID\"] in old_points:\n", - " data=pd.Series(get_data(row[\"GID\"]))\n", - " if \"coord\" in data:\n", - " old_points[row[\"GID\"]]=[data[\"coord\"][\"lat\"], data[\"coord\"][\"lon\"]]\n", - "\n", - " " - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-16T09:11:35.151756Z", - "start_time": "2018-05-16T09:10:29.722Z" - } - }, - "outputs": [], - "source": [ - "len(points),len(old_points)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-16T09:11:35.153353Z", - "start_time": "2018-05-16T09:10:29.724Z" - } - }, - "outputs": [], - "source": [ - "diff={}\n", - "new_keys=list(old_points.keys())\n", - "for k in new_keys:\n", - " if not k in points:\n", - " diff[k]=old_points[k]\n", - "len(diff)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-16T09:11:35.155215Z", - "start_time": "2018-05-16T09:10:29.726Z" - } - }, - "outputs": [], - "source": [ - "# Libraries\n", - "# Set the dimension of the figure\n", - "\n", - "df=pd.DataFrame.from_dict(diff, orient='index')\n", - "df=df.rename(columns={0:\"lat\",1:\"lon\"})\n", - "\n", - "my_dpi=96\n", - "plt.figure(figsize=(2600/my_dpi, 1800/my_dpi), dpi=my_dpi)\n", - " \n", - "# Make the background map\n", - "m=Basemap(llcrnrlon=-180, llcrnrlat=-65,urcrnrlon=180,urcrnrlat=80)\n", - "#m.drawmapboundary(fill_color='#A6CAE0', linewidth=0)\n", - "m.fillcontinents(color='grey', alpha=0.3)\n", - "m.drawcoastlines(linewidth=0.1, color=\"#666666\")\n", - "#m.arcgisimage(service='ESRI_Imagery_World_2D', xpixels = 1500)\n", - "# Add a point per position\n", - "m.scatter(df['lon'], df['lat'], s=1 ,cmap=\"autumn\")\n", - " \n", - "# copyright and source data info\n", - "#plt.text( -170, -58,\"Répartition des entités spatiales dans le corpus BVLAC (5500 documents)\", ha='left', va='bottom', size=9, color='#555555' )\n", - "#m.colorbar()\n", - "plt.title(\"Spatial Entities IDF in BVLAC Corpus (World Scale)\",fontdict={\"fontsize\":24})\n", - "# Save as png\n", - "plt.savefig('SE_Dispersion_Diff_World_{0}Per.pdf'.format(skipPercentage), bbox_inches='tight')" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "ExecuteTime": { - "end_time": "2018-05-16T09:11:35.156455Z", - "start_time": "2018-05-16T09:10:29.728Z" - } - }, - "outputs": [], - "source": [ - "# Libraries\n", - "from mpl_toolkits.basemap import Basemap\n", - "import matplotlib.pyplot as plt\n", - " \n", - "# Set the dimension of the figure\n", - "my_dpi=96\n", - "plt.figure(figsize=(2600/my_dpi, 1800/my_dpi), dpi=my_dpi)\n", - " \n", - "# Make the background map 43.2541870461, -25.6014344215, 50.4765368996, -12.0405567359)\n", - "m=Basemap(llcrnrlon=43.2541870461, llcrnrlat=-25.6,urcrnrlon=50.4765368996,urcrnrlat=-11.5,resolution=\"h\")\n", - "#m.drawmapboundary(fill_color='#A6CAE0', linewidth=0)\n", - "m.fillcontinents(color='grey', alpha=0.3)\n", - "m.drawcoastlines(linewidth=0.1, color=\"#666666\")\n", - "#m.arcgisimage(service='ESRI_Imagery_World_2D', xpixels = 1500)\n", - "\n", - "df2=df[(df['lon'] > 43.5) & (df['lon'] < 50.47) & (df['lat'] > -25.6) & (df['lat'] < -12.04) ]\n", - "\n", - "# Add a point per position\n", - "#m.scatter(df2['lon'], df2['lat'], s=df2['count']/6, alpha=0.4, cmap=\"autumn\")\n", - "m.scatter(df2['lon'], df2['lat'],s=1, cmap=\"YlOrRd\")\n", - "# copyright and source data info\n", - "#plt.text( -170, -58,\"Répartition des entités spatiales dans le corpus BVLAC (5500 documents)\", ha='left', va='bottom', size=9, color='#555555' )\n", - " \n", - "# Save as png\n", - "#m.colorbar(location='bottom')\n", - "plt.title(\"Spatial Entities IDF in BVLAC Corpus (Madagascar Scale)\",fontdict={\"fontsize\":15})\n", - "plt.savefig('SE_Dispersion_Diff_MADA_{0}Per.pdf'.format(skipPercentage), bbox_inches='tight')" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.6.5" - }, - "toc": { - "nav_menu": {}, - "number_sections": true, - "sideBar": true, - "skip_h1_title": false, - "toc_cell": false, - "toc_position": {}, - "toc_section_display": "block", - "toc_window_display": false - }, - "varInspector": { - "cols": { - "lenName": 16, - "lenType": 16, - "lenVar": 40 - }, - "kernels_config": { - "python": { - "delete_cmd_postfix": "", - "delete_cmd_prefix": "del ", - "library": "var_list.py", - "varRefreshCmd": "print(var_dic_list())" - }, - "r": { - "delete_cmd_postfix": ") ", - "delete_cmd_prefix": "rm(", - "library": "var_list.r", - "varRefreshCmd": "cat(var_dic_list()) " - } - }, - "types_to_exclude": [ - "module", - "function", - "builtin_function_or_method", - "instance", - "_Feature" - ], - "window_display": false - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/notebooks/.ipynb_checkpoints/intersection-checkpoint.pdf b/notebooks/.ipynb_checkpoints/intersection-checkpoint.pdf deleted file mode 100644 index ff6ef99cef6e33529c60ff025ab8672bf1167406..0000000000000000000000000000000000000000 Binary files a/notebooks/.ipynb_checkpoints/intersection-checkpoint.pdf and /dev/null differ diff --git a/notebooks/MatchingAnalysis/.ipynb_checkpoints/Result AnaysisV2PADI-checkpoint.ipynb b/notebooks/MatchingAnalysis/.ipynb_checkpoints/Result AnaysisV2PADI-checkpoint.ipynb deleted file mode 100644 index 2c1ec5a7397b440e1b35604e919f6ed301134503..0000000000000000000000000000000000000000 --- a/notebooks/MatchingAnalysis/.ipynb_checkpoints/Result AnaysisV2PADI-checkpoint.ipynb +++ /dev/null @@ -1,1229 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "metadata": { - "ExecuteTime": { - "end_time": "2018-09-18T07:22:17.110185Z", - "start_time": "2018-09-18T07:22:16.395960Z" - } - }, - "outputs": [], - "source": [ - "import pandas as pd\n", - "import numpy as np\n", - "import seaborn as sns\n", - "import matplotlib.pyplot as plt" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Preparing\n", - "## Load the data" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": { - "ExecuteTime": { - "end_time": "2018-09-18T07:22:17.132349Z", - "start_time": "2018-09-18T07:22:17.123413Z" - } - }, - "outputs": [], - "source": [ - "data=pd.read_csv(\"../padi_result.csv\",index_col=0)\n", - "data=data[data.mesure != \"BP\"]" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Helpers \n", - "\n", - " * Pareto on Multiple dimension : `pareto_frontier_multi()`\n", - " * Highlighter `highlight_min()` and `highlight_max()`(yellow for max value and red for min value)\n", - " * Colorizer using Highlighter methods `colorize()`" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": { - "ExecuteTime": { - "end_time": "2018-09-18T07:22:17.881720Z", - "start_time": "2018-09-18T07:22:17.875401Z" - } - }, - "outputs": [], - "source": [ - "def pareto_frontier_multi(myArray):\n", - " # Sort on first dimension\n", - " myArray = myArray[myArray[:,0].argsort()]\n", - " # Add first row to pareto_frontier\n", - " pareto_frontier = myArray[0:1,:]\n", - " indices,i=[],1\n", - " # Test next row against the last row in pareto_frontier\n", - " for row in myArray[1:,:]:\n", - " \n", - " if sum([row[x] >= pareto_frontier[-1][x]\n", - " for x in range(len(row))]) == len(row):\n", - " # If it is better on all features add the row to pareto_frontier\n", - " pareto_frontier = np.concatenate((pareto_frontier, [row]))\n", - " indices.append(i)\n", - " i+=1\n", - " return indices,pareto_frontier\n", - "\n", - "def highlight_max(s):\n", - " '''\n", - " highlight the maximum in a Series yellow.\n", - " '''\n", - " is_max = s == s.max()\n", - " return ['background-color: yellow' if v else '' for v in is_max]\n", - "def highlight_min(s):\n", - " '''\n", - " highlight the maximum in a Series yellow.\n", - " '''\n", - " is_max = s == s.min()\n", - " return ['background-color: #d64541;color:white;' if v else '' for v in is_max]\n", - "\n", - "def colorize(df,fields):\n", - " return df.style.apply(highlight_max,subset=fields).apply(highlight_min,subset=fields)\n", - "\n", - "def my_print_pdf(style_dataframe, filename):\n", - " html = HTML(style_dataframe.render())\n", - " html.write_pdf(filename)\n", - " \n", - "to_colorize=\"c1 c2 c3 c4\".split()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Analysis \n", - "\n", - "In this first section, we'll try to find which measure 'may' be optimal for our needs. Bluntly, we compute the average performance of each measure on every type of STR. " - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": { - "ExecuteTime": { - "end_time": "2018-09-18T07:22:19.439922Z", - "start_time": "2018-09-18T07:22:19.172857Z" - } - }, - "outputs": [ - { - "data": { - "text/html": [ - "<style type=\"text/css\" >\n", - " #T_93dbd714_bb13_11e8_bf1d_4c327598678brow2_col0 {\n", - " : ;\n", - " background-color: #d64541;\n", - " color: white;\n", - " } #T_93dbd714_bb13_11e8_bf1d_4c327598678brow2_col2 {\n", - " : ;\n", - " background-color: #d64541;\n", - " color: white;\n", - " } #T_93dbd714_bb13_11e8_bf1d_4c327598678brow2_col3 {\n", - " : ;\n", - " background-color: #d64541;\n", - " color: white;\n", - " } #T_93dbd714_bb13_11e8_bf1d_4c327598678brow3_col1 {\n", - " : ;\n", - " background-color: #d64541;\n", - " color: white;\n", - " } #T_93dbd714_bb13_11e8_bf1d_4c327598678brow5_col2 {\n", - " background-color: yellow;\n", - " : ;\n", - " } #T_93dbd714_bb13_11e8_bf1d_4c327598678brow5_col3 {\n", - " background-color: yellow;\n", - " : ;\n", - " } #T_93dbd714_bb13_11e8_bf1d_4c327598678brow6_col0 {\n", - " background-color: yellow;\n", - " : ;\n", - " } #T_93dbd714_bb13_11e8_bf1d_4c327598678brow7_col1 {\n", - " background-color: yellow;\n", - " : ;\n", - " }</style> \n", - "<table id=\"T_93dbd714_bb13_11e8_bf1d_4c327598678b\" > \n", - "<thead> <tr> \n", - " <th class=\"blank level0\" ></th> \n", - " <th class=\"col_heading level0 col0\" >c1</th> \n", - " <th class=\"col_heading level0 col1\" >c2</th> \n", - " <th class=\"col_heading level0 col2\" >c3</th> \n", - " <th class=\"col_heading level0 col3\" >c4</th> \n", - " </tr> <tr> \n", - " <th class=\"index_name level0\" >mesure</th> \n", - " <th class=\"blank\" ></th> \n", - " <th class=\"blank\" ></th> \n", - " <th class=\"blank\" ></th> \n", - " <th class=\"blank\" ></th> \n", - " </tr></thead> \n", - "<tbody> <tr> \n", - " <th id=\"T_93dbd714_bb13_11e8_bf1d_4c327598678blevel0_row0\" class=\"row_heading level0 row0\" >BOW</th> \n", - " <td id=\"T_93dbd714_bb13_11e8_bf1d_4c327598678brow0_col0\" class=\"data row0 col0\" >0.9088</td> \n", - " <td id=\"T_93dbd714_bb13_11e8_bf1d_4c327598678brow0_col1\" class=\"data row0 col1\" >0.272</td> \n", - " <td id=\"T_93dbd714_bb13_11e8_bf1d_4c327598678brow0_col2\" class=\"data row0 col2\" >0.9016</td> \n", - " <td id=\"T_93dbd714_bb13_11e8_bf1d_4c327598678brow0_col3\" class=\"data row0 col3\" >0.4152</td> \n", - " </tr> <tr> \n", - " <th id=\"T_93dbd714_bb13_11e8_bf1d_4c327598678blevel0_row1\" class=\"row_heading level0 row1\" >GraphEditDistance</th> \n", - " <td id=\"T_93dbd714_bb13_11e8_bf1d_4c327598678brow1_col0\" class=\"data row1 col0\" >0.6912</td> \n", - " <td id=\"T_93dbd714_bb13_11e8_bf1d_4c327598678brow1_col1\" class=\"data row1 col1\" >0.2168</td> \n", - " <td id=\"T_93dbd714_bb13_11e8_bf1d_4c327598678brow1_col2\" class=\"data row1 col2\" >0.6948</td> \n", - " <td id=\"T_93dbd714_bb13_11e8_bf1d_4c327598678brow1_col3\" class=\"data row1 col3\" >0.3164</td> \n", - " </tr> <tr> \n", - " <th id=\"T_93dbd714_bb13_11e8_bf1d_4c327598678blevel0_row2\" class=\"row_heading level0 row2\" >GreedyEditDistance</th> \n", - " <td id=\"T_93dbd714_bb13_11e8_bf1d_4c327598678brow2_col0\" class=\"data row2 col0\" >0.0804</td> \n", - " <td id=\"T_93dbd714_bb13_11e8_bf1d_4c327598678brow2_col1\" class=\"data row2 col1\" >0.1892</td> \n", - " <td id=\"T_93dbd714_bb13_11e8_bf1d_4c327598678brow2_col2\" class=\"data row2 col2\" >0.1356</td> \n", - " <td id=\"T_93dbd714_bb13_11e8_bf1d_4c327598678brow2_col3\" class=\"data row2 col3\" >0.0524</td> \n", - " </tr> <tr> \n", - " <th id=\"T_93dbd714_bb13_11e8_bf1d_4c327598678blevel0_row3\" class=\"row_heading level0 row3\" >HED</th> \n", - " <td id=\"T_93dbd714_bb13_11e8_bf1d_4c327598678brow3_col0\" class=\"data row3 col0\" >0.7512</td> \n", - " <td id=\"T_93dbd714_bb13_11e8_bf1d_4c327598678brow3_col1\" class=\"data row3 col1\" >0.182</td> \n", - " <td id=\"T_93dbd714_bb13_11e8_bf1d_4c327598678brow3_col2\" class=\"data row3 col2\" >0.7392</td> \n", - " <td id=\"T_93dbd714_bb13_11e8_bf1d_4c327598678brow3_col3\" class=\"data row3 col3\" >0.3348</td> \n", - " </tr> <tr> \n", - " <th id=\"T_93dbd714_bb13_11e8_bf1d_4c327598678blevel0_row4\" class=\"row_heading level0 row4\" >Jaccard</th> \n", - " <td id=\"T_93dbd714_bb13_11e8_bf1d_4c327598678brow4_col0\" class=\"data row4 col0\" >0.8836</td> \n", - " <td id=\"T_93dbd714_bb13_11e8_bf1d_4c327598678brow4_col1\" class=\"data row4 col1\" >0.3144</td> \n", - " <td id=\"T_93dbd714_bb13_11e8_bf1d_4c327598678brow4_col2\" class=\"data row4 col2\" >0.8904</td> \n", - " <td id=\"T_93dbd714_bb13_11e8_bf1d_4c327598678brow4_col3\" class=\"data row4 col3\" >0.3904</td> \n", - " </tr> <tr> \n", - " <th id=\"T_93dbd714_bb13_11e8_bf1d_4c327598678blevel0_row5\" class=\"row_heading level0 row5\" >MCS</th> \n", - " <td id=\"T_93dbd714_bb13_11e8_bf1d_4c327598678brow5_col0\" class=\"data row5 col0\" >0.9084</td> \n", - " <td id=\"T_93dbd714_bb13_11e8_bf1d_4c327598678brow5_col1\" class=\"data row5 col1\" >0.3332</td> \n", - " <td id=\"T_93dbd714_bb13_11e8_bf1d_4c327598678brow5_col2\" class=\"data row5 col2\" >0.9072</td> \n", - " <td id=\"T_93dbd714_bb13_11e8_bf1d_4c327598678brow5_col3\" class=\"data row5 col3\" >0.4284</td> \n", - " </tr> <tr> \n", - " <th id=\"T_93dbd714_bb13_11e8_bf1d_4c327598678blevel0_row6\" class=\"row_heading level0 row6\" >VertexEdgeOverlap</th> \n", - " <td id=\"T_93dbd714_bb13_11e8_bf1d_4c327598678brow6_col0\" class=\"data row6 col0\" >0.9116</td> \n", - " <td id=\"T_93dbd714_bb13_11e8_bf1d_4c327598678brow6_col1\" class=\"data row6 col1\" >0.276</td> \n", - " <td id=\"T_93dbd714_bb13_11e8_bf1d_4c327598678brow6_col2\" class=\"data row6 col2\" >0.9048</td> \n", - " <td id=\"T_93dbd714_bb13_11e8_bf1d_4c327598678brow6_col3\" class=\"data row6 col3\" >0.3976</td> \n", - " </tr> <tr> \n", - " <th id=\"T_93dbd714_bb13_11e8_bf1d_4c327598678blevel0_row7\" class=\"row_heading level0 row7\" >WeisfeleirLehmanKernel</th> \n", - " <td id=\"T_93dbd714_bb13_11e8_bf1d_4c327598678brow7_col0\" class=\"data row7 col0\" >0.5276</td> \n", - " <td id=\"T_93dbd714_bb13_11e8_bf1d_4c327598678brow7_col1\" class=\"data row7 col1\" >0.3852</td> \n", - " <td id=\"T_93dbd714_bb13_11e8_bf1d_4c327598678brow7_col2\" class=\"data row7 col2\" >0.592</td> \n", - " <td id=\"T_93dbd714_bb13_11e8_bf1d_4c327598678brow7_col3\" class=\"data row7 col3\" >0.1212</td> \n", - " </tr></tbody> \n", - "</table> " - ], - "text/plain": [ - "<pandas.io.formats.style.Styler at 0x11c295978>" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "colorize(data.groupby(\"mesure\").mean(),to_colorize)" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": { - "ExecuteTime": { - "end_time": "2018-09-19T06:20:14.352225Z", - "start_time": "2018-09-19T06:20:14.315889Z" - } - }, - "outputs": [], - "source": [ - "colorize(data.groupby(\"mesure\").mean(),to_colorize)" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "metadata": { - "ExecuteTime": { - "end_time": "2018-09-19T06:20:42.348334Z", - "start_time": "2018-09-19T06:20:42.337546Z" - } - }, - "outputs": [ - { - "data": { - "text/plain": [ - "'\\\\begin{tabular}{lrrrr}\\n\\\\toprule\\n{} & c1 & c2 & c3 & c4 \\\\\\\\\\nmesure & & & & \\\\\\\\\\n\\\\midrule\\nBOW & 0.9088 & 0.2720 & 0.9016 & 0.4152 \\\\\\\\\\nGraphEditDistance & 0.6912 & 0.2168 & 0.6948 & 0.3164 \\\\\\\\\\nGreedyEditDistance & 0.0804 & 0.1892 & 0.1356 & 0.0524 \\\\\\\\\\nHED & 0.7512 & 0.1820 & 0.7392 & 0.3348 \\\\\\\\\\nJaccard & 0.8836 & 0.3144 & 0.8904 & 0.3904 \\\\\\\\\\nMCS & 0.9084 & 0.3332 & 0.9072 & 0.4284 \\\\\\\\\\nVertexEdgeOverlap & 0.9116 & 0.2760 & 0.9048 & 0.3976 \\\\\\\\\\nWeisfeleirLehmanKernel & 0.5276 & 0.3852 & 0.5920 & 0.1212 \\\\\\\\\\n\\\\bottomrule\\n\\\\end{tabular}\\n'" - ] - }, - "execution_count": 19, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "colorize(data.groupby(\"mesure\").mean(),to_colorize).data.to_latex()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Based on above results, we observe that strict criteria like c1(shared common entity) and c4(share exact dispertion of spatial entities) are respected by **structure-based** measure(BOW, MCS,HED, GEDs). While more permissive criteria like c2(one entity in one STR close an other entity in an other STR) and c3(share a group of significant entity), are respected by **pattern-based** methods such as WeisfeilerLehmanKernel." - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": { - "ExecuteTime": { - "end_time": "2018-09-18T07:22:41.605187Z", - "start_time": "2018-09-18T07:22:41.579222Z" - } - }, - "outputs": [ - { - "data": { - "text/html": [ - "<style type=\"text/css\" >\n", - " #T_a113e606_bb13_11e8_8475_4c327598678brow0_col2 {\n", - " background-color: yellow;\n", - " : ;\n", - " } #T_a113e606_bb13_11e8_8475_4c327598678brow0_col4 {\n", - " background-color: yellow;\n", - " : ;\n", - " } #T_a113e606_bb13_11e8_8475_4c327598678brow0_col5 {\n", - " background-color: yellow;\n", - " : ;\n", - " } #T_a113e606_bb13_11e8_8475_4c327598678brow1_col2 {\n", - " background-color: yellow;\n", - " : ;\n", - " } #T_a113e606_bb13_11e8_8475_4c327598678brow1_col3 {\n", - " background-color: yellow;\n", - " : ;\n", - " } #T_a113e606_bb13_11e8_8475_4c327598678brow2_col2 {\n", - " : ;\n", - " background-color: #d64541;\n", - " color: white;\n", - " } #T_a113e606_bb13_11e8_8475_4c327598678brow2_col3 {\n", - " : ;\n", - " background-color: #d64541;\n", - " color: white;\n", - " } #T_a113e606_bb13_11e8_8475_4c327598678brow2_col4 {\n", - " : ;\n", - " background-color: #d64541;\n", - " color: white;\n", - " } #T_a113e606_bb13_11e8_8475_4c327598678brow2_col5 {\n", - " : ;\n", - " background-color: #d64541;\n", - " color: white;\n", - " }</style> \n", - "<table id=\"T_a113e606_bb13_11e8_8475_4c327598678b\" > \n", - "<thead> <tr> \n", - " <th class=\"blank level0\" ></th> \n", - " <th class=\"col_heading level0 col0\" >mesure</th> \n", - " <th class=\"col_heading level0 col1\" >type</th> \n", - " <th class=\"col_heading level0 col2\" >c1</th> \n", - " <th class=\"col_heading level0 col3\" >c2</th> \n", - " <th class=\"col_heading level0 col4\" >c3</th> \n", - " <th class=\"col_heading level0 col5\" >c4</th> \n", - " </tr></thead> \n", - "<tbody> <tr> \n", - " <th id=\"T_a113e606_bb13_11e8_8475_4c327598678blevel0_row0\" class=\"row_heading level0 row0\" >2</th> \n", - " <td id=\"T_a113e606_bb13_11e8_8475_4c327598678brow0_col0\" class=\"data row0 col0\" >MCS</td> \n", - " <td id=\"T_a113e606_bb13_11e8_8475_4c327598678brow0_col1\" class=\"data row0 col1\" >extension_2</td> \n", - " <td id=\"T_a113e606_bb13_11e8_8475_4c327598678brow0_col2\" class=\"data row0 col2\" >0.928</td> \n", - " <td id=\"T_a113e606_bb13_11e8_8475_4c327598678brow0_col3\" class=\"data row0 col3\" >0.322</td> \n", - " <td id=\"T_a113e606_bb13_11e8_8475_4c327598678brow0_col4\" class=\"data row0 col4\" >0.906</td> \n", - " <td id=\"T_a113e606_bb13_11e8_8475_4c327598678brow0_col5\" class=\"data row0 col5\" >0.424</td> \n", - " </tr> <tr> \n", - " <th id=\"T_a113e606_bb13_11e8_8475_4c327598678blevel0_row1\" class=\"row_heading level0 row1\" >5</th> \n", - " <td id=\"T_a113e606_bb13_11e8_8475_4c327598678brow1_col0\" class=\"data row1 col0\" >MCS</td> \n", - " <td id=\"T_a113e606_bb13_11e8_8475_4c327598678brow1_col1\" class=\"data row1 col1\" >extension_1</td> \n", - " <td id=\"T_a113e606_bb13_11e8_8475_4c327598678brow1_col2\" class=\"data row1 col2\" >0.928</td> \n", - " <td id=\"T_a113e606_bb13_11e8_8475_4c327598678brow1_col3\" class=\"data row1 col3\" >0.336</td> \n", - " <td id=\"T_a113e606_bb13_11e8_8475_4c327598678brow1_col4\" class=\"data row1 col4\" >0.9</td> \n", - " <td id=\"T_a113e606_bb13_11e8_8475_4c327598678brow1_col5\" class=\"data row1 col5\" >0.422</td> \n", - " </tr> <tr> \n", - " <th id=\"T_a113e606_bb13_11e8_8475_4c327598678blevel0_row2\" class=\"row_heading level0 row2\" >8</th> \n", - " <td id=\"T_a113e606_bb13_11e8_8475_4c327598678brow2_col0\" class=\"data row2 col0\" >GraphEditDistance</td> \n", - " <td id=\"T_a113e606_bb13_11e8_8475_4c327598678brow2_col1\" class=\"data row2 col1\" >extension_2</td> \n", - " <td id=\"T_a113e606_bb13_11e8_8475_4c327598678brow2_col2\" class=\"data row2 col2\" >0.67</td> \n", - " <td id=\"T_a113e606_bb13_11e8_8475_4c327598678brow2_col3\" class=\"data row2 col3\" >0.19</td> \n", - " <td id=\"T_a113e606_bb13_11e8_8475_4c327598678brow2_col4\" class=\"data row2 col4\" >0.664</td> \n", - " <td id=\"T_a113e606_bb13_11e8_8475_4c327598678brow2_col5\" class=\"data row2 col5\" >0.304</td> \n", - " </tr></tbody> \n", - "</table> " - ], - "text/plain": [ - "<pandas.io.formats.style.Styler at 0x11c743080>" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "index,data_pa=pareto_frontier_multi(data[\"c1 c2 c3 c4\".split()].values)\n", - "colorize(data.iloc[index],to_colorize)\n" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": { - "ExecuteTime": { - "end_time": "2018-09-18T07:22:47.346566Z", - "start_time": "2018-09-18T07:22:47.309032Z" - }, - "format": "row" - }, - "outputs": [ - { - "data": { - "text/html": [ - "<style type=\"text/css\" >\n", - " #T_a47f96fa_bb13_11e8_af60_4c327598678brow1_col2 {\n", - " background-color: yellow;\n", - " : ;\n", - " } #T_a47f96fa_bb13_11e8_af60_4c327598678brow1_col5 {\n", - " background-color: yellow;\n", - " : ;\n", - " } #T_a47f96fa_bb13_11e8_af60_4c327598678brow2_col2 {\n", - " background-color: yellow;\n", - " : ;\n", - " } #T_a47f96fa_bb13_11e8_af60_4c327598678brow6_col2 {\n", - " background-color: yellow;\n", - " : ;\n", - " } #T_a47f96fa_bb13_11e8_af60_4c327598678brow6_col4 {\n", - " background-color: yellow;\n", - " : ;\n", - " } #T_a47f96fa_bb13_11e8_af60_4c327598678brow7_col2 {\n", - " : ;\n", - " background-color: #d64541;\n", - " color: white;\n", - " } #T_a47f96fa_bb13_11e8_af60_4c327598678brow7_col4 {\n", - " : ;\n", - " background-color: #d64541;\n", - " color: white;\n", - " } #T_a47f96fa_bb13_11e8_af60_4c327598678brow7_col5 {\n", - " : ;\n", - " background-color: #d64541;\n", - " color: white;\n", - " } #T_a47f96fa_bb13_11e8_af60_4c327598678brow11_col3 {\n", - " background-color: yellow;\n", - " : ;\n", - " } #T_a47f96fa_bb13_11e8_af60_4c327598678brow12_col3 {\n", - " : ;\n", - " background-color: #d64541;\n", - " color: white;\n", - " }</style> \n", - "<table id=\"T_a47f96fa_bb13_11e8_af60_4c327598678b\" > \n", - "<thead> <tr> \n", - " <th class=\"blank level0\" ></th> \n", - " <th class=\"col_heading level0 col0\" >mesure</th> \n", - " <th class=\"col_heading level0 col1\" >type</th> \n", - " <th class=\"col_heading level0 col2\" >c1</th> \n", - " <th class=\"col_heading level0 col3\" >c2</th> \n", - " <th class=\"col_heading level0 col4\" >c3</th> \n", - " <th class=\"col_heading level0 col5\" >c4</th> \n", - " </tr></thead> \n", - "<tbody> <tr> \n", - " <th id=\"T_a47f96fa_bb13_11e8_af60_4c327598678blevel0_row0\" class=\"row_heading level0 row0\" >1</th> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow0_col0\" class=\"data row0 col0\" >VertexEdgeOverlap</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow0_col1\" class=\"data row0 col1\" >gen_country</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow0_col2\" class=\"data row0 col2\" >0.838</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow0_col3\" class=\"data row0 col3\" >0.334</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow0_col4\" class=\"data row0 col4\" >0.888</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow0_col5\" class=\"data row0 col5\" >0.408</td> \n", - " </tr> <tr> \n", - " <th id=\"T_a47f96fa_bb13_11e8_af60_4c327598678blevel0_row1\" class=\"row_heading level0 row1\" >2</th> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow1_col0\" class=\"data row1 col0\" >MCS</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow1_col1\" class=\"data row1 col1\" >extension_2</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow1_col2\" class=\"data row1 col2\" >0.928</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow1_col3\" class=\"data row1 col3\" >0.322</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow1_col4\" class=\"data row1 col4\" >0.906</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow1_col5\" class=\"data row1 col5\" >0.424</td> \n", - " </tr> <tr> \n", - " <th id=\"T_a47f96fa_bb13_11e8_af60_4c327598678blevel0_row2\" class=\"row_heading level0 row2\" >5</th> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow2_col0\" class=\"data row2 col0\" >MCS</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow2_col1\" class=\"data row2 col1\" >extension_1</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow2_col2\" class=\"data row2 col2\" >0.928</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow2_col3\" class=\"data row2 col3\" >0.336</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow2_col4\" class=\"data row2 col4\" >0.9</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow2_col5\" class=\"data row2 col5\" >0.422</td> \n", - " </tr> <tr> \n", - " <th id=\"T_a47f96fa_bb13_11e8_af60_4c327598678blevel0_row3\" class=\"row_heading level0 row3\" >7</th> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow3_col0\" class=\"data row3 col0\" >GreedyEditDistance</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow3_col1\" class=\"data row3 col1\" >gen_country</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow3_col2\" class=\"data row3 col2\" >0.09</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow3_col3\" class=\"data row3 col3\" >0.192</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow3_col4\" class=\"data row3 col4\" >0.154</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow3_col5\" class=\"data row3 col5\" >0.058</td> \n", - " </tr> <tr> \n", - " <th id=\"T_a47f96fa_bb13_11e8_af60_4c327598678blevel0_row4\" class=\"row_heading level0 row4\" >8</th> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow4_col0\" class=\"data row4 col0\" >GraphEditDistance</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow4_col1\" class=\"data row4 col1\" >extension_2</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow4_col2\" class=\"data row4 col2\" >0.67</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow4_col3\" class=\"data row4 col3\" >0.19</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow4_col4\" class=\"data row4 col4\" >0.664</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow4_col5\" class=\"data row4 col5\" >0.304</td> \n", - " </tr> <tr> \n", - " <th id=\"T_a47f96fa_bb13_11e8_af60_4c327598678blevel0_row5\" class=\"row_heading level0 row5\" >10</th> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow5_col0\" class=\"data row5 col0\" >Jaccard</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow5_col1\" class=\"data row5 col1\" >extension_1</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow5_col2\" class=\"data row5 col2\" >0.91</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow5_col3\" class=\"data row5 col3\" >0.296</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow5_col4\" class=\"data row5 col4\" >0.89</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow5_col5\" class=\"data row5 col5\" >0.396</td> \n", - " </tr> <tr> \n", - " <th id=\"T_a47f96fa_bb13_11e8_af60_4c327598678blevel0_row6\" class=\"row_heading level0 row6\" >11</th> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow6_col0\" class=\"data row6 col0\" >VertexEdgeOverlap</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow6_col1\" class=\"data row6 col1\" >gen_region</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow6_col2\" class=\"data row6 col2\" >0.928</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow6_col3\" class=\"data row6 col3\" >0.276</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow6_col4\" class=\"data row6 col4\" >0.92</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow6_col5\" class=\"data row6 col5\" >0.412</td> \n", - " </tr> <tr> \n", - " <th id=\"T_a47f96fa_bb13_11e8_af60_4c327598678blevel0_row7\" class=\"row_heading level0 row7\" >13</th> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow7_col0\" class=\"data row7 col0\" >GreedyEditDistance</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow7_col1\" class=\"data row7 col1\" >normal</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow7_col2\" class=\"data row7 col2\" >0.072</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow7_col3\" class=\"data row7 col3\" >0.164</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow7_col4\" class=\"data row7 col4\" >0.124</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow7_col5\" class=\"data row7 col5\" >0.046</td> \n", - " </tr> <tr> \n", - " <th id=\"T_a47f96fa_bb13_11e8_af60_4c327598678blevel0_row8\" class=\"row_heading level0 row8\" >14</th> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow8_col0\" class=\"data row8 col0\" >HED</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow8_col1\" class=\"data row8 col1\" >gen_region</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow8_col2\" class=\"data row8 col2\" >0.758</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow8_col3\" class=\"data row8 col3\" >0.182</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow8_col4\" class=\"data row8 col4\" >0.738</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow8_col5\" class=\"data row8 col5\" >0.332</td> \n", - " </tr> <tr> \n", - " <th id=\"T_a47f96fa_bb13_11e8_af60_4c327598678blevel0_row9\" class=\"row_heading level0 row9\" >23</th> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow9_col0\" class=\"data row9 col0\" >WeisfeleirLehmanKernel</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow9_col1\" class=\"data row9 col1\" >extension_1</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow9_col2\" class=\"data row9 col2\" >0.46</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow9_col3\" class=\"data row9 col3\" >0.322</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow9_col4\" class=\"data row9 col4\" >0.522</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow9_col5\" class=\"data row9 col5\" >0.13</td> \n", - " </tr> <tr> \n", - " <th id=\"T_a47f96fa_bb13_11e8_af60_4c327598678blevel0_row10\" class=\"row_heading level0 row10\" >24</th> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow10_col0\" class=\"data row10 col0\" >Jaccard</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow10_col1\" class=\"data row10 col1\" >gen_region</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow10_col2\" class=\"data row10 col2\" >0.908</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow10_col3\" class=\"data row10 col3\" >0.306</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow10_col4\" class=\"data row10 col4\" >0.904</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow10_col5\" class=\"data row10 col5\" >0.42</td> \n", - " </tr> <tr> \n", - " <th id=\"T_a47f96fa_bb13_11e8_af60_4c327598678blevel0_row11\" class=\"row_heading level0 row11\" >26</th> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow11_col0\" class=\"data row11 col0\" >MCS</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow11_col1\" class=\"data row11 col1\" >gen_country</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow11_col2\" class=\"data row11 col2\" >0.826</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow11_col3\" class=\"data row11 col3\" >0.378</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow11_col4\" class=\"data row11 col4\" >0.896</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow11_col5\" class=\"data row11 col5\" >0.42</td> \n", - " </tr> <tr> \n", - " <th id=\"T_a47f96fa_bb13_11e8_af60_4c327598678blevel0_row12\" class=\"row_heading level0 row12\" >30</th> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow12_col0\" class=\"data row12 col0\" >HED</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow12_col1\" class=\"data row12 col1\" >normal</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow12_col2\" class=\"data row12 col2\" >0.76</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow12_col3\" class=\"data row12 col3\" >0.142</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow12_col4\" class=\"data row12 col4\" >0.73</td> \n", - " <td id=\"T_a47f96fa_bb13_11e8_af60_4c327598678brow12_col5\" class=\"data row12 col5\" >0.32</td> \n", - " </tr></tbody> \n", - "</table> " - ], - "text/plain": [ - "<pandas.io.formats.style.Styler at 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#T_abbc1146_bb13_11e8_9455_4c327598678brow1_col3 {\n", - " : ;\n", - " background-color: #d64541;\n", - " color: white;\n", - " } #T_abbc1146_bb13_11e8_9455_4c327598678brow1_col4 {\n", - " : ;\n", - " background-color: #d64541;\n", - " color: white;\n", - " } #T_abbc1146_bb13_11e8_9455_4c327598678brow1_col5 {\n", - " : ;\n", - " background-color: #d64541;\n", - " color: white;\n", - " } #T_abbc1146_bb13_11e8_9455_4c327598678brow3_col3 {\n", - " background-color: yellow;\n", - " : ;\n", - " }</style> \n", - "<table id=\"T_abbc1146_bb13_11e8_9455_4c327598678b\" > \n", - "<thead> <tr> \n", - " <th class=\"blank level0\" ></th> \n", - " <th class=\"col_heading level0 col0\" >mesure</th> \n", - " <th class=\"col_heading level0 col1\" >type</th> \n", - " <th class=\"col_heading level0 col2\" >c1</th> \n", - " <th class=\"col_heading level0 col3\" >c2</th> \n", - " <th class=\"col_heading level0 col4\" >c3</th> \n", - " <th class=\"col_heading level0 col5\" >c4</th> \n", - " </tr></thead> \n", - "<tbody> <tr> \n", - " <th id=\"T_abbc1146_bb13_11e8_9455_4c327598678blevel0_row0\" class=\"row_heading level0 row0\" >5</th> \n", - " <td id=\"T_abbc1146_bb13_11e8_9455_4c327598678brow0_col0\" class=\"data row0 col0\" >MCS</td> \n", - " <td id=\"T_abbc1146_bb13_11e8_9455_4c327598678brow0_col1\" class=\"data row0 col1\" >extension_1</td> \n", - " <td id=\"T_abbc1146_bb13_11e8_9455_4c327598678brow0_col2\" class=\"data row0 col2\" >0.928</td> \n", - " <td id=\"T_abbc1146_bb13_11e8_9455_4c327598678brow0_col3\" class=\"data row0 col3\" >0.336</td> \n", - " <td id=\"T_abbc1146_bb13_11e8_9455_4c327598678brow0_col4\" class=\"data row0 col4\" >0.9</td> \n", - " <td id=\"T_abbc1146_bb13_11e8_9455_4c327598678brow0_col5\" class=\"data row0 col5\" >0.422</td> \n", - " </tr> <tr> \n", - " <th id=\"T_abbc1146_bb13_11e8_9455_4c327598678blevel0_row1\" class=\"row_heading level0 row1\" >13</th> \n", - " <td id=\"T_abbc1146_bb13_11e8_9455_4c327598678brow1_col0\" class=\"data row1 col0\" >GreedyEditDistance</td> \n", - " <td id=\"T_abbc1146_bb13_11e8_9455_4c327598678brow1_col1\" class=\"data row1 col1\" >normal</td> \n", - " <td id=\"T_abbc1146_bb13_11e8_9455_4c327598678brow1_col2\" class=\"data row1 col2\" >0.072</td> \n", - " <td id=\"T_abbc1146_bb13_11e8_9455_4c327598678brow1_col3\" class=\"data row1 col3\" >0.164</td> \n", - " <td id=\"T_abbc1146_bb13_11e8_9455_4c327598678brow1_col4\" class=\"data row1 col4\" >0.124</td> \n", - " <td id=\"T_abbc1146_bb13_11e8_9455_4c327598678brow1_col5\" class=\"data row1 col5\" >0.046</td> \n", - " </tr> <tr> \n", - " <th id=\"T_abbc1146_bb13_11e8_9455_4c327598678blevel0_row2\" class=\"row_heading level0 row2\" >14</th> \n", - " <td id=\"T_abbc1146_bb13_11e8_9455_4c327598678brow2_col0\" class=\"data row2 col0\" >HED</td> \n", - " <td id=\"T_abbc1146_bb13_11e8_9455_4c327598678brow2_col1\" class=\"data row2 col1\" >gen_region</td> \n", - " <td id=\"T_abbc1146_bb13_11e8_9455_4c327598678brow2_col2\" class=\"data row2 col2\" >0.758</td> \n", - " <td id=\"T_abbc1146_bb13_11e8_9455_4c327598678brow2_col3\" class=\"data row2 col3\" >0.182</td> \n", - " <td id=\"T_abbc1146_bb13_11e8_9455_4c327598678brow2_col4\" class=\"data row2 col4\" >0.738</td> \n", - " <td id=\"T_abbc1146_bb13_11e8_9455_4c327598678brow2_col5\" class=\"data row2 col5\" >0.332</td> \n", - " </tr> <tr> \n", - " <th id=\"T_abbc1146_bb13_11e8_9455_4c327598678blevel0_row3\" class=\"row_heading level0 row3\" >20</th> \n", - " <td id=\"T_abbc1146_bb13_11e8_9455_4c327598678brow3_col0\" class=\"data row3 col0\" >WeisfeleirLehmanKernel</td> \n", - " <td id=\"T_abbc1146_bb13_11e8_9455_4c327598678brow3_col1\" class=\"data row3 col1\" >extension_2</td> \n", - " <td id=\"T_abbc1146_bb13_11e8_9455_4c327598678brow3_col2\" class=\"data row3 col2\" >0.482</td> \n", - " <td id=\"T_abbc1146_bb13_11e8_9455_4c327598678brow3_col3\" class=\"data row3 col3\" >0.386</td> \n", - " <td id=\"T_abbc1146_bb13_11e8_9455_4c327598678brow3_col4\" class=\"data row3 col4\" >0.558</td> \n", - " <td id=\"T_abbc1146_bb13_11e8_9455_4c327598678brow3_col5\" class=\"data row3 col5\" >0.106</td> \n", - " </tr> <tr> \n", - " <th id=\"T_abbc1146_bb13_11e8_9455_4c327598678blevel0_row4\" class=\"row_heading level0 row4\" >35</th> \n", - " <td id=\"T_abbc1146_bb13_11e8_9455_4c327598678brow4_col0\" class=\"data row4 col0\" >GraphEditDistance</td> \n", - " <td id=\"T_abbc1146_bb13_11e8_9455_4c327598678brow4_col1\" class=\"data row4 col1\" >gen_country</td> \n", - " <td id=\"T_abbc1146_bb13_11e8_9455_4c327598678brow4_col2\" class=\"data row4 col2\" >0.726</td> \n", - " <td id=\"T_abbc1146_bb13_11e8_9455_4c327598678brow4_col3\" class=\"data row4 col3\" >0.306</td> \n", - " <td id=\"T_abbc1146_bb13_11e8_9455_4c327598678brow4_col4\" class=\"data row4 col4\" >0.774</td> \n", - " <td id=\"T_abbc1146_bb13_11e8_9455_4c327598678brow4_col5\" class=\"data row4 col5\" >0.37</td> \n", - " </tr></tbody> \n", - "</table> " - ], - "text/plain": [ - "<pandas.io.formats.style.Styler at 0x11c731518>" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "index,data_pa=pareto_frontier_multi(data[\"c2 c3\".split()].values)\n", - "colorize(data.iloc[index],to_colorize)" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": { - "ExecuteTime": { - "end_time": "2018-09-18T07:23:01.029817Z", - "start_time": "2018-09-18T07:23:01.003035Z" - } - }, - "outputs": [ - { - "data": { - "text/html": [ - "<style type=\"text/css\" >\n", - " #T_aca7aa1e_bb13_11e8_a301_4c327598678brow0_col5 {\n", - " background-color: yellow;\n", - " : ;\n", - " } #T_aca7aa1e_bb13_11e8_a301_4c327598678brow1_col2 {\n", - " background-color: yellow;\n", - " : ;\n", - " } #T_aca7aa1e_bb13_11e8_a301_4c327598678brow1_col4 {\n", - " background-color: yellow;\n", - " : ;\n", - " } #T_aca7aa1e_bb13_11e8_a301_4c327598678brow3_col3 {\n", - " : ;\n", - " background-color: #d64541;\n", - " color: white;\n", - " } #T_aca7aa1e_bb13_11e8_a301_4c327598678brow4_col4 {\n", - " : ;\n", - " background-color: #d64541;\n", - " color: white;\n", - " } #T_aca7aa1e_bb13_11e8_a301_4c327598678brow5_col2 {\n", - " : ;\n", - " background-color: #d64541;\n", - " color: white;\n", - " } #T_aca7aa1e_bb13_11e8_a301_4c327598678brow5_col3 {\n", - " background-color: yellow;\n", - " : ;\n", - " } #T_aca7aa1e_bb13_11e8_a301_4c327598678brow5_col5 {\n", - " : ;\n", - " background-color: #d64541;\n", - " color: white;\n", - " }</style> \n", - "<table id=\"T_aca7aa1e_bb13_11e8_a301_4c327598678b\" > \n", - "<thead> <tr> \n", - " <th class=\"blank level0\" ></th> \n", - " <th class=\"col_heading level0 col0\" >mesure</th> \n", - " <th class=\"col_heading level0 col1\" >type</th> \n", - " <th class=\"col_heading level0 col2\" >c1</th> \n", - " <th class=\"col_heading level0 col3\" >c2</th> \n", - " <th class=\"col_heading level0 col4\" >c3</th> \n", - " <th class=\"col_heading level0 col5\" >c4</th> \n", - " </tr></thead> \n", - "<tbody> <tr> \n", - " <th id=\"T_aca7aa1e_bb13_11e8_a301_4c327598678blevel0_row0\" class=\"row_heading level0 row0\" >2</th> \n", - " <td id=\"T_aca7aa1e_bb13_11e8_a301_4c327598678brow0_col0\" class=\"data row0 col0\" >MCS</td> \n", - " <td id=\"T_aca7aa1e_bb13_11e8_a301_4c327598678brow0_col1\" class=\"data row0 col1\" >extension_2</td> \n", - " <td id=\"T_aca7aa1e_bb13_11e8_a301_4c327598678brow0_col2\" class=\"data row0 col2\" >0.928</td> \n", - " <td id=\"T_aca7aa1e_bb13_11e8_a301_4c327598678brow0_col3\" class=\"data row0 col3\" >0.322</td> \n", - " <td id=\"T_aca7aa1e_bb13_11e8_a301_4c327598678brow0_col4\" class=\"data row0 col4\" >0.906</td> \n", - " <td id=\"T_aca7aa1e_bb13_11e8_a301_4c327598678brow0_col5\" class=\"data row0 col5\" >0.424</td> \n", - " </tr> <tr> \n", - " <th id=\"T_aca7aa1e_bb13_11e8_a301_4c327598678blevel0_row1\" class=\"row_heading level0 row1\" >4</th> \n", - " <td id=\"T_aca7aa1e_bb13_11e8_a301_4c327598678brow1_col0\" class=\"data row1 col0\" >VertexEdgeOverlap</td> \n", - " <td id=\"T_aca7aa1e_bb13_11e8_a301_4c327598678brow1_col1\" class=\"data row1 col1\" >normal</td> \n", - " <td id=\"T_aca7aa1e_bb13_11e8_a301_4c327598678brow1_col2\" class=\"data row1 col2\" >0.936</td> \n", - " <td id=\"T_aca7aa1e_bb13_11e8_a301_4c327598678brow1_col3\" class=\"data row1 col3\" >0.236</td> \n", - " <td id=\"T_aca7aa1e_bb13_11e8_a301_4c327598678brow1_col4\" class=\"data row1 col4\" >0.908</td> \n", - " <td id=\"T_aca7aa1e_bb13_11e8_a301_4c327598678brow1_col5\" class=\"data row1 col5\" >0.384</td> \n", - " </tr> <tr> \n", - " <th id=\"T_aca7aa1e_bb13_11e8_a301_4c327598678blevel0_row2\" class=\"row_heading level0 row2\" >5</th> \n", - " <td id=\"T_aca7aa1e_bb13_11e8_a301_4c327598678brow2_col0\" class=\"data row2 col0\" >MCS</td> \n", - " <td id=\"T_aca7aa1e_bb13_11e8_a301_4c327598678brow2_col1\" class=\"data row2 col1\" >extension_1</td> \n", - " <td id=\"T_aca7aa1e_bb13_11e8_a301_4c327598678brow2_col2\" class=\"data row2 col2\" >0.928</td> \n", - " <td id=\"T_aca7aa1e_bb13_11e8_a301_4c327598678brow2_col3\" class=\"data row2 col3\" >0.336</td> \n", - " <td id=\"T_aca7aa1e_bb13_11e8_a301_4c327598678brow2_col4\" class=\"data row2 col4\" >0.9</td> \n", - " <td id=\"T_aca7aa1e_bb13_11e8_a301_4c327598678brow2_col5\" class=\"data row2 col5\" >0.422</td> \n", - " </tr> <tr> \n", - " <th id=\"T_aca7aa1e_bb13_11e8_a301_4c327598678blevel0_row3\" class=\"row_heading level0 row3\" >6</th> \n", - " <td id=\"T_aca7aa1e_bb13_11e8_a301_4c327598678brow3_col0\" class=\"data row3 col0\" >GraphEditDistance</td> \n", - " <td id=\"T_aca7aa1e_bb13_11e8_a301_4c327598678brow3_col1\" class=\"data row3 col1\" >extension_1</td> \n", - " <td id=\"T_aca7aa1e_bb13_11e8_a301_4c327598678brow3_col2\" class=\"data row3 col2\" >0.674</td> \n", - " <td id=\"T_aca7aa1e_bb13_11e8_a301_4c327598678brow3_col3\" class=\"data row3 col3\" >0.188</td> \n", - " <td id=\"T_aca7aa1e_bb13_11e8_a301_4c327598678brow3_col4\" class=\"data row3 col4\" >0.674</td> \n", - " <td id=\"T_aca7aa1e_bb13_11e8_a301_4c327598678brow3_col5\" class=\"data row3 col5\" >0.306</td> \n", - " </tr> <tr> \n", - " <th id=\"T_aca7aa1e_bb13_11e8_a301_4c327598678blevel0_row4\" class=\"row_heading level0 row4\" >8</th> \n", - " <td id=\"T_aca7aa1e_bb13_11e8_a301_4c327598678brow4_col0\" class=\"data row4 col0\" >GraphEditDistance</td> \n", - " <td id=\"T_aca7aa1e_bb13_11e8_a301_4c327598678brow4_col1\" class=\"data row4 col1\" >extension_2</td> \n", - " <td id=\"T_aca7aa1e_bb13_11e8_a301_4c327598678brow4_col2\" class=\"data row4 col2\" >0.67</td> \n", - " <td id=\"T_aca7aa1e_bb13_11e8_a301_4c327598678brow4_col3\" class=\"data row4 col3\" >0.19</td> \n", - " <td id=\"T_aca7aa1e_bb13_11e8_a301_4c327598678brow4_col4\" class=\"data row4 col4\" >0.664</td> \n", - " <td id=\"T_aca7aa1e_bb13_11e8_a301_4c327598678brow4_col5\" class=\"data row4 col5\" >0.304</td> \n", - " </tr> <tr> \n", - " <th id=\"T_aca7aa1e_bb13_11e8_a301_4c327598678blevel0_row5\" class=\"row_heading level0 row5\" >9</th> \n", - " <td id=\"T_aca7aa1e_bb13_11e8_a301_4c327598678brow5_col0\" class=\"data row5 col0\" >WeisfeleirLehmanKernel</td> \n", - " <td id=\"T_aca7aa1e_bb13_11e8_a301_4c327598678brow5_col1\" class=\"data row5 col1\" >gen_region</td> \n", - " <td id=\"T_aca7aa1e_bb13_11e8_a301_4c327598678brow5_col2\" class=\"data row5 col2\" >0.648</td> \n", - " <td id=\"T_aca7aa1e_bb13_11e8_a301_4c327598678brow5_col3\" class=\"data row5 col3\" >0.458</td> \n", - " <td id=\"T_aca7aa1e_bb13_11e8_a301_4c327598678brow5_col4\" class=\"data row5 col4\" >0.672</td> \n", - " <td id=\"T_aca7aa1e_bb13_11e8_a301_4c327598678brow5_col5\" class=\"data row5 col5\" >0.096</td> \n", - " </tr></tbody> \n", - "</table> " - ], - "text/plain": [ - "<pandas.io.formats.style.Styler at 0x11c6a2668>" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "index,data_pa=pareto_frontier_multi(data[\"c1 c2 c3\".split()].values)\n", - "colorize(data.iloc[index],to_colorize)" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": { - "ExecuteTime": { - "end_time": "2018-09-18T07:23:04.810489Z", - "start_time": "2018-09-18T07:23:04.787146Z" - } - }, - "outputs": [ - { - "data": { - "text/html": [ - "<style type=\"text/css\" >\n", - " #T_aee8b14c_bb13_11e8_98f3_4c327598678brow0_col2 {\n", - " background-color: yellow;\n", - " : ;\n", - " } #T_aee8b14c_bb13_11e8_98f3_4c327598678brow0_col3 {\n", - " background-color: yellow;\n", - " : ;\n", - " } #T_aee8b14c_bb13_11e8_98f3_4c327598678brow0_col4 {\n", - " background-color: yellow;\n", - " : ;\n", - " } #T_aee8b14c_bb13_11e8_98f3_4c327598678brow0_col5 {\n", - " background-color: yellow;\n", - " : ;\n", - " } #T_aee8b14c_bb13_11e8_98f3_4c327598678brow1_col2 {\n", - " : ;\n", - " background-color: #d64541;\n", - " color: white;\n", - " } #T_aee8b14c_bb13_11e8_98f3_4c327598678brow1_col3 {\n", - " : ;\n", - " background-color: #d64541;\n", - " color: white;\n", - " } #T_aee8b14c_bb13_11e8_98f3_4c327598678brow1_col4 {\n", - " : ;\n", - " background-color: #d64541;\n", - " color: white;\n", - " } #T_aee8b14c_bb13_11e8_98f3_4c327598678brow1_col5 {\n", - " : ;\n", - " background-color: #d64541;\n", - " color: white;\n", - " }</style> \n", - "<table id=\"T_aee8b14c_bb13_11e8_98f3_4c327598678b\" > \n", - "<thead> <tr> \n", - " <th class=\"blank level0\" ></th> \n", - " <th class=\"col_heading level0 col0\" >mesure</th> \n", - " <th class=\"col_heading level0 col1\" >type</th> \n", - " <th class=\"col_heading level0 col2\" >c1</th> \n", - " <th class=\"col_heading level0 col3\" >c2</th> \n", - " <th class=\"col_heading level0 col4\" >c3</th> \n", - " <th class=\"col_heading level0 col5\" >c4</th> \n", - " </tr></thead> \n", - "<tbody> <tr> \n", - " <th id=\"T_aee8b14c_bb13_11e8_98f3_4c327598678blevel0_row0\" class=\"row_heading level0 row0\" >5</th> \n", - " <td id=\"T_aee8b14c_bb13_11e8_98f3_4c327598678brow0_col0\" class=\"data row0 col0\" >MCS</td> \n", - " <td id=\"T_aee8b14c_bb13_11e8_98f3_4c327598678brow0_col1\" class=\"data row0 col1\" >extension_1</td> \n", - " <td id=\"T_aee8b14c_bb13_11e8_98f3_4c327598678brow0_col2\" class=\"data row0 col2\" >0.928</td> \n", - " <td id=\"T_aee8b14c_bb13_11e8_98f3_4c327598678brow0_col3\" class=\"data row0 col3\" >0.336</td> \n", - " <td id=\"T_aee8b14c_bb13_11e8_98f3_4c327598678brow0_col4\" class=\"data row0 col4\" >0.9</td> \n", - " <td id=\"T_aee8b14c_bb13_11e8_98f3_4c327598678brow0_col5\" class=\"data row0 col5\" >0.422</td> \n", - " </tr> <tr> \n", - " <th id=\"T_aee8b14c_bb13_11e8_98f3_4c327598678blevel0_row1\" class=\"row_heading level0 row1\" >13</th> \n", - " <td id=\"T_aee8b14c_bb13_11e8_98f3_4c327598678brow1_col0\" class=\"data row1 col0\" >GreedyEditDistance</td> \n", - " <td id=\"T_aee8b14c_bb13_11e8_98f3_4c327598678brow1_col1\" class=\"data row1 col1\" >normal</td> \n", - " <td id=\"T_aee8b14c_bb13_11e8_98f3_4c327598678brow1_col2\" class=\"data row1 col2\" >0.072</td> \n", - " <td id=\"T_aee8b14c_bb13_11e8_98f3_4c327598678brow1_col3\" class=\"data row1 col3\" >0.164</td> \n", - " <td id=\"T_aee8b14c_bb13_11e8_98f3_4c327598678brow1_col4\" class=\"data row1 col4\" >0.124</td> \n", - " <td id=\"T_aee8b14c_bb13_11e8_98f3_4c327598678brow1_col5\" class=\"data row1 col5\" >0.046</td> \n", - " </tr> <tr> \n", - " <th id=\"T_aee8b14c_bb13_11e8_98f3_4c327598678blevel0_row2\" class=\"row_heading level0 row2\" >14</th> \n", - " <td id=\"T_aee8b14c_bb13_11e8_98f3_4c327598678brow2_col0\" class=\"data row2 col0\" >HED</td> \n", - " <td id=\"T_aee8b14c_bb13_11e8_98f3_4c327598678brow2_col1\" class=\"data row2 col1\" >gen_region</td> \n", - " <td id=\"T_aee8b14c_bb13_11e8_98f3_4c327598678brow2_col2\" class=\"data row2 col2\" >0.758</td> \n", - " <td id=\"T_aee8b14c_bb13_11e8_98f3_4c327598678brow2_col3\" class=\"data row2 col3\" >0.182</td> \n", - " <td id=\"T_aee8b14c_bb13_11e8_98f3_4c327598678brow2_col4\" class=\"data row2 col4\" >0.738</td> \n", - " <td id=\"T_aee8b14c_bb13_11e8_98f3_4c327598678brow2_col5\" class=\"data row2 col5\" >0.332</td> \n", - " </tr> <tr> \n", - " <th id=\"T_aee8b14c_bb13_11e8_98f3_4c327598678blevel0_row3\" class=\"row_heading level0 row3\" >23</th> \n", - " <td id=\"T_aee8b14c_bb13_11e8_98f3_4c327598678brow3_col0\" class=\"data row3 col0\" >WeisfeleirLehmanKernel</td> \n", - " <td id=\"T_aee8b14c_bb13_11e8_98f3_4c327598678brow3_col1\" class=\"data row3 col1\" >extension_1</td> \n", - " <td id=\"T_aee8b14c_bb13_11e8_98f3_4c327598678brow3_col2\" class=\"data row3 col2\" >0.46</td> \n", - " <td id=\"T_aee8b14c_bb13_11e8_98f3_4c327598678brow3_col3\" class=\"data row3 col3\" >0.322</td> \n", - " <td id=\"T_aee8b14c_bb13_11e8_98f3_4c327598678brow3_col4\" class=\"data row3 col4\" >0.522</td> \n", - " <td id=\"T_aee8b14c_bb13_11e8_98f3_4c327598678brow3_col5\" class=\"data row3 col5\" >0.13</td> \n", - " </tr> <tr> \n", - " <th id=\"T_aee8b14c_bb13_11e8_98f3_4c327598678blevel0_row4\" class=\"row_heading level0 row4\" >35</th> \n", - " <td id=\"T_aee8b14c_bb13_11e8_98f3_4c327598678brow4_col0\" class=\"data row4 col0\" >GraphEditDistance</td> \n", - " <td id=\"T_aee8b14c_bb13_11e8_98f3_4c327598678brow4_col1\" class=\"data row4 col1\" >gen_country</td> \n", - " <td id=\"T_aee8b14c_bb13_11e8_98f3_4c327598678brow4_col2\" class=\"data row4 col2\" >0.726</td> \n", - " <td id=\"T_aee8b14c_bb13_11e8_98f3_4c327598678brow4_col3\" class=\"data row4 col3\" >0.306</td> \n", - " <td id=\"T_aee8b14c_bb13_11e8_98f3_4c327598678brow4_col4\" class=\"data row4 col4\" >0.774</td> \n", - " <td id=\"T_aee8b14c_bb13_11e8_98f3_4c327598678brow4_col5\" class=\"data row4 col5\" >0.37</td> \n", - " </tr></tbody> \n", - "</table> " - ], - "text/plain": [ - "<pandas.io.formats.style.Styler at 0x11c746ef0>" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "index,data_pa=pareto_frontier_multi(data[\"c2 c3 c4\".split()].values)\n", - "colorize(data.iloc[index],to_colorize)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "ExecuteTime": { - "end_time": "2018-09-14T16:49:40.713792Z", - "start_time": "2018-09-14T16:49:40.711286Z" - } - }, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": { - "ExecuteTime": { - "end_time": "2018-09-18T07:23:21.035971Z", - "start_time": "2018-09-18T07:23:20.989104Z" - } - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/usr/local/lib/python3.6/site-packages/ipykernel_launcher.py:2: SettingWithCopyWarning: \n", - "A value is trying to be set on a copy of a slice from a DataFrame.\n", - "Try using .loc[row_indexer,col_indexer] = value instead\n", - "\n", - "See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy\n", - " \n" - ] - } - ], - "source": [ - "data2=data[data[\"type\"]==\"normal\"]\n", - "data2[\"sum_c\"]=data2[[\"c1\",\"c2\",\"c3\",\"c4\"]].apply(lambda x : x.sum(),axis=1)" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": { - "ExecuteTime": { - "end_time": "2018-09-18T07:23:21.522798Z", - "start_time": "2018-09-18T07:23:21.514386Z" - } - }, - "outputs": [], - "source": [ - "to_plot=[]\n", - "for t in [\"normal\",'gen_country','gen_region','extension_2']:\n", - " data_t=data[(data[\"type\"]==t)]\n", - " to_plot.append([t,data_t.c1.max(),data_t.c2.max(),data_t.c3.max(),data_t.c4.max()])" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": { - "ExecuteTime": { - "end_time": "2018-09-18T07:23:21.870952Z", - "start_time": "2018-09-18T07:23:21.866059Z" - } - }, - "outputs": [], - "source": [ - "df_plot=pd.DataFrame(to_plot,columns=\"type c1 c2 c3 c4\".split())\n", - "df_plot[\"type\"]=df_plot[\"type\"].astype(\"category\")" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": { - "ExecuteTime": { - "end_time": "2018-09-18T07:23:22.242227Z", - "start_time": "2018-09-18T07:23:22.232296Z" - } - }, - "outputs": [ - { - "data": { - "text/html": [ - "<div>\n", - "<style scoped>\n", - " .dataframe tbody tr th:only-of-type {\n", - " vertical-align: middle;\n", - " }\n", - "\n", - " .dataframe tbody tr th {\n", - " vertical-align: top;\n", - " }\n", - "\n", - " .dataframe thead th {\n", - " text-align: right;\n", - " }\n", - "</style>\n", - "<table border=\"1\" class=\"dataframe\">\n", - " <thead>\n", - " <tr style=\"text-align: right;\">\n", - " <th></th>\n", - " <th>type</th>\n", - " <th>c1</th>\n", - " <th>c2</th>\n", - " <th>c3</th>\n", - " <th>c4</th>\n", - " </tr>\n", - " </thead>\n", - " <tbody>\n", - " <tr>\n", - " <th>0</th>\n", - " <td>normal</td>\n", - " <td>0.936</td>\n", - " <td>0.322</td>\n", - " <td>0.910</td>\n", - " <td>0.430</td>\n", - " </tr>\n", - " <tr>\n", - " <th>1</th>\n", - " <td>gen_country</td>\n", - " <td>0.838</td>\n", - " <td>0.438</td>\n", - " <td>0.896</td>\n", - " <td>0.420</td>\n", - " </tr>\n", - " <tr>\n", - " <th>2</th>\n", - " <td>gen_region</td>\n", - " <td>0.928</td>\n", - " <td>0.458</td>\n", - " <td>0.924</td>\n", - " <td>0.446</td>\n", - " </tr>\n", - " <tr>\n", - " <th>3</th>\n", - " <td>extension_2</td>\n", - " <td>0.928</td>\n", - " <td>0.386</td>\n", - " <td>0.906</td>\n", - " <td>0.424</td>\n", - " </tr>\n", - " </tbody>\n", - "</table>\n", - "</div>" - ], - "text/plain": [ - " type c1 c2 c3 c4\n", - "0 normal 0.936 0.322 0.910 0.430\n", - "1 gen_country 0.838 0.438 0.896 0.420\n", - "2 gen_region 0.928 0.458 0.924 0.446\n", - "3 extension_2 0.928 0.386 0.906 0.424" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "df_plot" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": { - "ExecuteTime": { - "end_time": "2018-09-18T07:23:22.773770Z", - "start_time": "2018-09-18T07:23:22.566841Z" - } - }, - "outputs": [ - { - "data": { 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\n", - "text/plain": [ - "<matplotlib.figure.Figure at 0x11c739780>" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "df_plot.plot.line(x=\"type\",legend=True,marker='o',grid=\"on\")#,linestyle='--')#,grid=\"on\")\n", - "plt.xticks(np.arange(len(df_plot[\"type\"])), df_plot[\"type\"])\n", - "plt.yticks(np.linspace(0,1,15))\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 90, - "metadata": { - "ExecuteTime": { - "end_time": "2018-09-17T09:00:54.076263Z", - "start_time": "2018-09-17T09:00:53.021827Z" - } - }, - "outputs": [ - { - "data": { - "text/plain": [ - "<seaborn.axisgrid.FacetGrid at 0x11e3e4cf8>" - ] - }, - "execution_count": 90, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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\"BP\"]\n", - "data[\"mean\"]=np.mean(data[\"c1 c2 c3 c4\".split()].values,axis=1)\n", - "data[\"sum\"]=np.sum(data[\"c1 c2 c3 c4\".split()].values,axis=1)\n", - "#data[\"x\"]=np.arange(len(data))\n", - "#data[\"color\"]=data.type.apply(lambda x: \"blue\" if not \"window\" in x else \"red\")\n", - "data[\"mesure\"]=data.mesure.apply(lambda x:\"BOW\" if x == \"BagOfNodes\" else x)" - ] - }, - { - "cell_type": "code", - "execution_count": 62, - "metadata": {}, - "outputs": [], - "source": [ - "data=data[data.type != \"all\"]" - ] - }, - { - "cell_type": "code", - "execution_count": 63, - "metadata": {}, - "outputs": [], - "source": [ - "data2 = data.copy()" - ] - }, - { - "cell_type": "code", - "execution_count": 64, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "<style type=\"text/css\" >\n", - " #T_697d31a8_4af3_11e9_9b7a_6a0002e84820row0_col12 {\n", - " : ;\n", - " background-color: #d64541;\n", - " color: white;\n", - " } 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#T_697d31a8_4af3_11e9_9b7a_6a0002e84820row8_col11 {\n", - " background-color: yellow;\n", - " : ;\n", - " } #T_697d31a8_4af3_11e9_9b7a_6a0002e84820row9_col8 {\n", - " : ;\n", - " background-color: #d64541;\n", - " color: white;\n", - " } #T_697d31a8_4af3_11e9_9b7a_6a0002e84820row9_col9 {\n", - " background-color: yellow;\n", - " : ;\n", - " } #T_697d31a8_4af3_11e9_9b7a_6a0002e84820row9_col10 {\n", - " background-color: yellow;\n", - " : ;\n", - " } #T_697d31a8_4af3_11e9_9b7a_6a0002e84820row9_col12 {\n", - " background-color: yellow;\n", - " : ;\n", - " }</style><table id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820\" ><thead> <tr> <th class=\"blank level0\" ></th> <th class=\"col_heading level0 col0\" >mesure</th> <th class=\"col_heading level0 col1\" >type</th> <th class=\"col_heading level0 col2\" >c1</th> <th class=\"col_heading level0 col3\" >c2</th> <th class=\"col_heading level0 col4\" >c3</th> <th class=\"col_heading level0 col5\" >c4</th> <th class=\"col_heading level0 col6\" >mean</th> <th class=\"col_heading level0 col7\" >sum</th> <th class=\"col_heading level0 col8\" >c1_w</th> <th class=\"col_heading level0 col9\" >c2_w</th> <th class=\"col_heading level0 col10\" >c3_w</th> <th class=\"col_heading level0 col11\" >c4_w</th> <th class=\"col_heading level0 col12\" >sum_w</th> </tr></thead><tbody>\n", - " <tr>\n", - " <th id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820level0_row0\" class=\"row_heading level0 row0\" >119</th>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row0_col0\" class=\"data row0 col0\" >Jaccard</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row0_col1\" class=\"data row0 col1\" >biotex_bvlac_ext_2</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row0_col2\" class=\"data row0 col2\" >0.73</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row0_col3\" class=\"data row0 col3\" >0.208</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row0_col4\" class=\"data row0 col4\" >0.346</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row0_col5\" class=\"data row0 col5\" >0.194</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row0_col6\" class=\"data row0 col6\" >0.3695</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row0_col7\" class=\"data row0 col7\" >1.478</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row0_col8\" class=\"data row0 col8\" >0.073</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row0_col9\" class=\"data row0 col9\" >0.0832</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row0_col10\" class=\"data row0 col10\" >0.1384</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row0_col11\" class=\"data row0 col11\" >0.0194</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row0_col12\" class=\"data row0 col12\" >0.314</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820level0_row1\" class=\"row_heading level0 row1\" >67</th>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row1_col0\" class=\"data row1 col0\" >BOW</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row1_col1\" class=\"data row1 col1\" >str_object</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row1_col2\" class=\"data row1 col2\" >0.738</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row1_col3\" class=\"data row1 col3\" >0.206</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row1_col4\" class=\"data row1 col4\" >0.348</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row1_col5\" class=\"data row1 col5\" >0.2</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row1_col6\" class=\"data row1 col6\" >0.373</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row1_col7\" class=\"data row1 col7\" >1.492</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row1_col8\" class=\"data row1 col8\" >0.0738</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row1_col9\" class=\"data row1 col9\" >0.0824</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row1_col10\" class=\"data row1 col10\" >0.1392</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row1_col11\" class=\"data row1 col11\" >0.02</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row1_col12\" class=\"data row1 col12\" >0.3154</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820level0_row2\" class=\"row_heading level0 row2\" >134</th>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row2_col0\" class=\"data row2 col0\" >VertexEdgeOverlap</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row2_col1\" class=\"data row2 col1\" >inra_ext_2</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row2_col2\" class=\"data row2 col2\" >0.718</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row2_col3\" class=\"data row2 col3\" >0.226</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row2_col4\" class=\"data row2 col4\" >0.334</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row2_col5\" class=\"data row2 col5\" >0.196</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row2_col6\" class=\"data row2 col6\" >0.3685</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row2_col7\" class=\"data row2 col7\" >1.474</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row2_col8\" class=\"data row2 col8\" >0.0718</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row2_col9\" class=\"data row2 col9\" >0.0904</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row2_col10\" class=\"data row2 col10\" >0.1336</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row2_col11\" class=\"data row2 col11\" >0.0196</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row2_col12\" class=\"data row2 col12\" >0.3154</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820level0_row3\" class=\"row_heading level0 row3\" >92</th>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row3_col0\" class=\"data row3 col0\" >BOW</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row3_col1\" class=\"data row3 col1\" >ext_1</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row3_col2\" class=\"data row3 col2\" >0.744</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row3_col3\" class=\"data row3 col3\" >0.214</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row3_col4\" class=\"data row3 col4\" >0.344</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row3_col5\" class=\"data row3 col5\" >0.2</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row3_col6\" class=\"data row3 col6\" >0.3755</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row3_col7\" class=\"data row3 col7\" >1.502</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row3_col8\" class=\"data row3 col8\" >0.0744</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row3_col9\" class=\"data row3 col9\" >0.0856</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row3_col10\" class=\"data row3 col10\" >0.1376</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row3_col11\" class=\"data row3 col11\" >0.02</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row3_col12\" class=\"data row3 col12\" >0.3176</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820level0_row4\" class=\"row_heading level0 row4\" >106</th>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row4_col0\" class=\"data row4 col0\" >BOW</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row4_col1\" class=\"data row4 col1\" >ext_2</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row4_col2\" class=\"data row4 col2\" >0.752</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row4_col3\" class=\"data row4 col3\" >0.218</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row4_col4\" class=\"data row4 col4\" >0.342</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row4_col5\" class=\"data row4 col5\" >0.2</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row4_col6\" class=\"data row4 col6\" >0.378</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row4_col7\" class=\"data row4 col7\" >1.512</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row4_col8\" class=\"data row4 col8\" >0.0752</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row4_col9\" class=\"data row4 col9\" >0.0872</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row4_col10\" class=\"data row4 col10\" >0.1368</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row4_col11\" class=\"data row4 col11\" >0.02</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row4_col12\" class=\"data row4 col12\" >0.3192</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820level0_row5\" class=\"row_heading level0 row5\" >73</th>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row5_col0\" class=\"data row5 col0\" >Jaccard</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row5_col1\" class=\"data row5 col1\" >biotex_bvlac</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row5_col2\" class=\"data row5 col2\" >0.736</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row5_col3\" class=\"data row5 col3\" >0.218</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row5_col4\" class=\"data row5 col4\" >0.352</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row5_col5\" class=\"data row5 col5\" >0.194</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row5_col6\" class=\"data row5 col6\" >0.375</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row5_col7\" class=\"data row5 col7\" >1.5</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row5_col8\" class=\"data row5 col8\" >0.0736</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row5_col9\" class=\"data row5 col9\" >0.0872</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row5_col10\" class=\"data row5 col10\" >0.1408</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row5_col11\" class=\"data row5 col11\" >0.0194</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row5_col12\" class=\"data row5 col12\" >0.321</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820level0_row6\" class=\"row_heading level0 row6\" >101</th>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row6_col0\" class=\"data row6 col0\" >BOW</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row6_col1\" class=\"data row6 col1\" >inra_ext_2</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row6_col2\" class=\"data row6 col2\" >0.732</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row6_col3\" class=\"data row6 col3\" >0.226</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row6_col4\" class=\"data row6 col4\" >0.35</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row6_col5\" class=\"data row6 col5\" >0.192</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row6_col6\" class=\"data row6 col6\" >0.375</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row6_col7\" class=\"data row6 col7\" >1.5</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row6_col8\" class=\"data row6 col8\" >0.0732</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row6_col9\" class=\"data row6 col9\" >0.0904</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row6_col10\" class=\"data row6 col10\" >0.14</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row6_col11\" class=\"data row6 col11\" >0.0192</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row6_col12\" class=\"data row6 col12\" >0.3228</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820level0_row7\" class=\"row_heading level0 row7\" >3</th>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row7_col0\" class=\"data row7 col0\" >BOW</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row7_col1\" class=\"data row7 col1\" >inra</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row7_col2\" class=\"data row7 col2\" >0.736</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row7_col3\" class=\"data row7 col3\" >0.228</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row7_col4\" class=\"data row7 col4\" >0.348</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row7_col5\" class=\"data row7 col5\" >0.192</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row7_col6\" class=\"data row7 col6\" >0.376</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row7_col7\" class=\"data row7 col7\" >1.504</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row7_col8\" class=\"data row7 col8\" >0.0736</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row7_col9\" class=\"data row7 col9\" >0.0912</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row7_col10\" class=\"data row7 col10\" >0.1392</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row7_col11\" class=\"data row7 col11\" >0.0192</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row7_col12\" class=\"data row7 col12\" >0.3232</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820level0_row8\" class=\"row_heading level0 row8\" >137</th>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row8_col0\" class=\"data row8 col0\" >MCS</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row8_col1\" class=\"data row8 col1\" >gen_region</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row8_col2\" class=\"data row8 col2\" >0.702</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row8_col3\" class=\"data row8 col3\" >0.234</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row8_col4\" class=\"data row8 col4\" >0.354</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row8_col5\" class=\"data row8 col5\" >0.2</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row8_col6\" class=\"data row8 col6\" >0.3725</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row8_col7\" class=\"data row8 col7\" >1.49</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row8_col8\" class=\"data row8 col8\" >0.0702</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row8_col9\" class=\"data row8 col9\" >0.0936</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row8_col10\" class=\"data row8 col10\" >0.1416</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row8_col11\" class=\"data row8 col11\" >0.02</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row8_col12\" class=\"data row8 col12\" >0.3254</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820level0_row9\" class=\"row_heading level0 row9\" >6</th>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row9_col0\" class=\"data row9 col0\" >BOW</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row9_col1\" class=\"data row9 col1\" >inra_gen_country</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row9_col2\" class=\"data row9 col2\" >0.67</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row9_col3\" class=\"data row9 col3\" >0.244</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row9_col4\" class=\"data row9 col4\" >0.358</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row9_col5\" class=\"data row9 col5\" >0.196</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row9_col6\" class=\"data row9 col6\" >0.367</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row9_col7\" class=\"data row9 col7\" >1.468</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row9_col8\" class=\"data row9 col8\" >0.067</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row9_col9\" class=\"data row9 col9\" >0.0976</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row9_col10\" class=\"data row9 col10\" >0.1432</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row9_col11\" class=\"data row9 col11\" >0.0196</td>\n", - " <td id=\"T_697d31a8_4af3_11e9_9b7a_6a0002e84820row9_col12\" class=\"data row9 col12\" >0.3274</td>\n", - " </tr>\n", - " </tbody></table>" - ], - "text/plain": [ - "<pandas.io.formats.style.Styler at 0x13a1dff60>" - ] - }, - "execution_count": 64, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data[\"c1_w\"]=data.c1.apply(lambda x: 0.1*x)\n", - "data[\"c2_w\"]=data.c2.apply(lambda x: 0.4*x)\n", - "data[\"c3_w\"]=data.c3.apply(lambda x: 0.4*x)\n", - "data[\"c4_w\"]=data.c4.apply(lambda x: 0.1*x)\n", - "data[\"sum_w\"]=np.sum(data[\"c1_w c2_w c3_w c4_w\".split()].values,axis=1)\n", - "colorize(data.sort_values(\"sum\",ascending=False).head(10).sort_values(\"sum_w\"),\"c1_w c2_w c3_w c4_w sum_w\".split())" - ] - }, - { - "cell_type": "code", - "execution_count": 65, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "<style type=\"text/css\" >\n", - " #T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row0_col8 {\n", - " background-color: yellow;\n", - " : ;\n", - " } #T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row0_col11 {\n", - " background-color: yellow;\n", - " : ;\n", - " } #T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row0_col12 {\n", - " background-color: yellow;\n", - " : ;\n", - " } #T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row1_col11 {\n", - " : ;\n", - " background-color: #d64541;\n", - " color: white;\n", - " } #T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row2_col11 {\n", - " background-color: yellow;\n", - " : ;\n", - " } 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#T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row9_col12 {\n", - " : ;\n", - " background-color: #d64541;\n", - " color: white;\n", - " }</style><table id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820\" ><thead> <tr> <th class=\"blank level0\" ></th> <th class=\"col_heading level0 col0\" >mesure</th> <th class=\"col_heading level0 col1\" >type</th> <th class=\"col_heading level0 col2\" >c1</th> <th class=\"col_heading level0 col3\" >c2</th> <th class=\"col_heading level0 col4\" >c3</th> <th class=\"col_heading level0 col5\" >c4</th> <th class=\"col_heading level0 col6\" >mean</th> <th class=\"col_heading level0 col7\" >sum</th> <th class=\"col_heading level0 col8\" >c1_w</th> <th class=\"col_heading level0 col9\" >c2_w</th> <th class=\"col_heading level0 col10\" >c3_w</th> <th class=\"col_heading level0 col11\" >c4_w</th> <th class=\"col_heading level0 col12\" >sum_w</th> </tr></thead><tbody>\n", - " <tr>\n", - " <th id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820level0_row0\" class=\"row_heading level0 row0\" >106</th>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row0_col0\" class=\"data row0 col0\" >BOW</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row0_col1\" class=\"data row0 col1\" >ext_2</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row0_col2\" class=\"data row0 col2\" >0.752</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row0_col3\" class=\"data row0 col3\" >0.218</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row0_col4\" class=\"data row0 col4\" >0.342</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row0_col5\" class=\"data row0 col5\" >0.2</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row0_col6\" class=\"data row0 col6\" >0.378</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row0_col7\" class=\"data row0 col7\" >1.512</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row0_col8\" class=\"data row0 col8\" >0.3008</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row0_col9\" class=\"data row0 col9\" >0.0218</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row0_col10\" class=\"data row0 col10\" >0.1368</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row0_col11\" class=\"data row0 col11\" >0.02</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row0_col12\" class=\"data row0 col12\" >0.4794</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820level0_row1\" class=\"row_heading level0 row1\" >3</th>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row1_col0\" class=\"data row1 col0\" >BOW</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row1_col1\" class=\"data row1 col1\" >inra</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row1_col2\" class=\"data row1 col2\" >0.736</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row1_col3\" class=\"data row1 col3\" >0.228</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row1_col4\" class=\"data row1 col4\" >0.348</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row1_col5\" class=\"data row1 col5\" >0.192</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row1_col6\" class=\"data row1 col6\" >0.376</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row1_col7\" class=\"data row1 col7\" >1.504</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row1_col8\" class=\"data row1 col8\" >0.2944</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row1_col9\" class=\"data row1 col9\" >0.0228</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row1_col10\" class=\"data row1 col10\" >0.1392</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row1_col11\" class=\"data row1 col11\" >0.0192</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row1_col12\" class=\"data row1 col12\" >0.4756</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820level0_row2\" class=\"row_heading level0 row2\" >92</th>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row2_col0\" class=\"data row2 col0\" >BOW</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row2_col1\" class=\"data row2 col1\" >ext_1</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row2_col2\" class=\"data row2 col2\" >0.744</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row2_col3\" class=\"data row2 col3\" >0.214</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row2_col4\" class=\"data row2 col4\" >0.344</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row2_col5\" class=\"data row2 col5\" >0.2</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row2_col6\" class=\"data row2 col6\" >0.3755</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row2_col7\" class=\"data row2 col7\" >1.502</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row2_col8\" class=\"data row2 col8\" >0.2976</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row2_col9\" class=\"data row2 col9\" >0.0214</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row2_col10\" class=\"data row2 col10\" >0.1376</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row2_col11\" class=\"data row2 col11\" >0.02</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row2_col12\" class=\"data row2 col12\" >0.4766</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820level0_row3\" class=\"row_heading level0 row3\" >73</th>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row3_col0\" class=\"data row3 col0\" >Jaccard</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row3_col1\" class=\"data row3 col1\" >biotex_bvlac</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row3_col2\" class=\"data row3 col2\" >0.736</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row3_col3\" class=\"data row3 col3\" >0.218</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row3_col4\" class=\"data row3 col4\" >0.352</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row3_col5\" class=\"data row3 col5\" >0.194</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row3_col6\" class=\"data row3 col6\" >0.375</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row3_col7\" class=\"data row3 col7\" >1.5</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row3_col8\" class=\"data row3 col8\" >0.2944</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row3_col9\" class=\"data row3 col9\" >0.0218</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row3_col10\" class=\"data row3 col10\" >0.1408</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row3_col11\" class=\"data row3 col11\" >0.0194</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row3_col12\" class=\"data row3 col12\" >0.4764</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820level0_row4\" class=\"row_heading level0 row4\" >101</th>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row4_col0\" class=\"data row4 col0\" >BOW</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row4_col1\" class=\"data row4 col1\" >inra_ext_2</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row4_col2\" class=\"data row4 col2\" >0.732</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row4_col3\" class=\"data row4 col3\" >0.226</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row4_col4\" class=\"data row4 col4\" >0.35</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row4_col5\" class=\"data row4 col5\" >0.192</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row4_col6\" class=\"data row4 col6\" >0.375</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row4_col7\" class=\"data row4 col7\" >1.5</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row4_col8\" class=\"data row4 col8\" >0.2928</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row4_col9\" class=\"data row4 col9\" >0.0226</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row4_col10\" class=\"data row4 col10\" >0.14</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row4_col11\" class=\"data row4 col11\" >0.0192</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row4_col12\" class=\"data row4 col12\" >0.4746</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820level0_row5\" class=\"row_heading level0 row5\" >67</th>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row5_col0\" class=\"data row5 col0\" >BOW</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row5_col1\" class=\"data row5 col1\" >str_object</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row5_col2\" class=\"data row5 col2\" >0.738</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row5_col3\" class=\"data row5 col3\" >0.206</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row5_col4\" class=\"data row5 col4\" >0.348</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row5_col5\" class=\"data row5 col5\" >0.2</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row5_col6\" class=\"data row5 col6\" >0.373</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row5_col7\" class=\"data row5 col7\" >1.492</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row5_col8\" class=\"data row5 col8\" >0.2952</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row5_col9\" class=\"data row5 col9\" >0.0206</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row5_col10\" class=\"data row5 col10\" >0.1392</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row5_col11\" class=\"data row5 col11\" >0.02</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row5_col12\" class=\"data row5 col12\" >0.475</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820level0_row6\" class=\"row_heading level0 row6\" >137</th>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row6_col0\" class=\"data row6 col0\" >MCS</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row6_col1\" class=\"data row6 col1\" >gen_region</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row6_col2\" class=\"data row6 col2\" >0.702</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row6_col3\" class=\"data row6 col3\" >0.234</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row6_col4\" class=\"data row6 col4\" >0.354</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row6_col5\" class=\"data row6 col5\" >0.2</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row6_col6\" class=\"data row6 col6\" >0.3725</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row6_col7\" class=\"data row6 col7\" >1.49</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row6_col8\" class=\"data row6 col8\" >0.2808</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row6_col9\" class=\"data row6 col9\" >0.0234</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row6_col10\" class=\"data row6 col10\" >0.1416</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row6_col11\" class=\"data row6 col11\" >0.02</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row6_col12\" class=\"data row6 col12\" >0.4658</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820level0_row7\" class=\"row_heading level0 row7\" >119</th>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row7_col0\" class=\"data row7 col0\" >Jaccard</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row7_col1\" class=\"data row7 col1\" >biotex_bvlac_ext_2</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row7_col2\" class=\"data row7 col2\" >0.73</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row7_col3\" class=\"data row7 col3\" >0.208</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row7_col4\" class=\"data row7 col4\" >0.346</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row7_col5\" class=\"data row7 col5\" >0.194</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row7_col6\" class=\"data row7 col6\" >0.3695</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row7_col7\" class=\"data row7 col7\" >1.478</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row7_col8\" class=\"data row7 col8\" >0.292</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row7_col9\" class=\"data row7 col9\" >0.0208</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row7_col10\" class=\"data row7 col10\" >0.1384</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row7_col11\" class=\"data row7 col11\" >0.0194</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row7_col12\" class=\"data row7 col12\" >0.4706</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820level0_row8\" class=\"row_heading level0 row8\" >134</th>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row8_col0\" class=\"data row8 col0\" >VertexEdgeOverlap</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row8_col1\" class=\"data row8 col1\" >inra_ext_2</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row8_col2\" class=\"data row8 col2\" >0.718</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row8_col3\" class=\"data row8 col3\" >0.226</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row8_col4\" class=\"data row8 col4\" >0.334</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row8_col5\" class=\"data row8 col5\" >0.196</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row8_col6\" class=\"data row8 col6\" >0.3685</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row8_col7\" class=\"data row8 col7\" >1.474</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row8_col8\" class=\"data row8 col8\" >0.2872</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row8_col9\" class=\"data row8 col9\" >0.0226</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row8_col10\" class=\"data row8 col10\" >0.1336</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row8_col11\" class=\"data row8 col11\" >0.0196</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row8_col12\" class=\"data row8 col12\" >0.463</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820level0_row9\" class=\"row_heading level0 row9\" >6</th>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row9_col0\" class=\"data row9 col0\" >BOW</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row9_col1\" class=\"data row9 col1\" >inra_gen_country</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row9_col2\" class=\"data row9 col2\" >0.67</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row9_col3\" class=\"data row9 col3\" >0.244</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row9_col4\" class=\"data row9 col4\" >0.358</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row9_col5\" class=\"data row9 col5\" >0.196</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row9_col6\" class=\"data row9 col6\" >0.367</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row9_col7\" class=\"data row9 col7\" >1.468</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row9_col8\" class=\"data row9 col8\" >0.268</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row9_col9\" class=\"data row9 col9\" >0.0244</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row9_col10\" class=\"data row9 col10\" >0.1432</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row9_col11\" class=\"data row9 col11\" >0.0196</td>\n", - " <td id=\"T_6d3ce1be_4af3_11e9_aa59_6a0002e84820row9_col12\" class=\"data row9 col12\" >0.4552</td>\n", - " </tr>\n", - " </tbody></table>" - ], - "text/plain": [ - "<pandas.io.formats.style.Styler at 0x13a1c28d0>" - ] - }, - "execution_count": 65, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data[\"c1_w\"]=data.c1.apply(lambda x: 0.4*x)\n", - "data[\"c2_w\"]=data.c2.apply(lambda x: 0.1*x)\n", - "data[\"c3_w\"]=data.c3.apply(lambda x: 0.4*x)\n", - "data[\"c4_w\"]=data.c4.apply(lambda x: 0.1*x)\n", - "data[\"sum_w\"]=np.sum(data[\"c1_w c2_w c3_w c4_w\".split()].values,axis=1)\n", - "colorize(data.sort_values(\"sum\",ascending=False).head(10),\"c1_w c2_w c3_w c4_w sum_w\".split())" - ] - }, - { - "cell_type": "code", - "execution_count": 66, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "<style type=\"text/css\" >\n", - " #T_72ea8fc6_4af3_11e9_914c_6a0002e84820row0_col8 {\n", - " 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#T_72ea8fc6_4af3_11e9_914c_6a0002e84820row8_col10 {\n", - " : ;\n", - " background-color: #d64541;\n", - " color: white;\n", - " } #T_72ea8fc6_4af3_11e9_914c_6a0002e84820row9_col8 {\n", - " : ;\n", - " background-color: #d64541;\n", - " color: white;\n", - " } #T_72ea8fc6_4af3_11e9_914c_6a0002e84820row9_col9 {\n", - " background-color: yellow;\n", - " : ;\n", - " } #T_72ea8fc6_4af3_11e9_914c_6a0002e84820row9_col10 {\n", - " background-color: yellow;\n", - " : ;\n", - " } #T_72ea8fc6_4af3_11e9_914c_6a0002e84820row9_col12 {\n", - " : ;\n", - " background-color: #d64541;\n", - " color: white;\n", - " }</style><table id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820\" ><thead> <tr> <th class=\"blank level0\" ></th> <th class=\"col_heading level0 col0\" >mesure</th> <th class=\"col_heading level0 col1\" >type</th> <th class=\"col_heading level0 col2\" >c1</th> <th class=\"col_heading level0 col3\" >c2</th> <th class=\"col_heading level0 col4\" >c3</th> <th class=\"col_heading level0 col5\" >c4</th> <th class=\"col_heading level0 col6\" >mean</th> <th class=\"col_heading level0 col7\" >sum</th> <th class=\"col_heading level0 col8\" >c1_w</th> <th class=\"col_heading level0 col9\" >c2_w</th> <th class=\"col_heading level0 col10\" >c3_w</th> <th class=\"col_heading level0 col11\" >c4_w</th> <th class=\"col_heading level0 col12\" >sum_w</th> </tr></thead><tbody>\n", - " <tr>\n", - " <th id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820level0_row0\" class=\"row_heading level0 row0\" >106</th>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row0_col0\" class=\"data row0 col0\" >BOW</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row0_col1\" class=\"data row0 col1\" >ext_2</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row0_col2\" class=\"data row0 col2\" >0.752</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row0_col3\" class=\"data row0 col3\" >0.218</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row0_col4\" class=\"data row0 col4\" >0.342</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row0_col5\" class=\"data row0 col5\" >0.2</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row0_col6\" class=\"data row0 col6\" >0.378</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row0_col7\" class=\"data row0 col7\" >1.512</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row0_col8\" class=\"data row0 col8\" >0.752</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row0_col9\" class=\"data row0 col9\" >0.218</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row0_col10\" class=\"data row0 col10\" >0.342</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row0_col11\" class=\"data row0 col11\" >0.2</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row0_col12\" class=\"data row0 col12\" >1.512</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820level0_row1\" class=\"row_heading level0 row1\" >3</th>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row1_col0\" class=\"data row1 col0\" >BOW</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row1_col1\" class=\"data row1 col1\" >inra</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row1_col2\" class=\"data row1 col2\" >0.736</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row1_col3\" class=\"data row1 col3\" >0.228</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row1_col4\" class=\"data row1 col4\" >0.348</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row1_col5\" class=\"data row1 col5\" >0.192</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row1_col6\" class=\"data row1 col6\" >0.376</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row1_col7\" class=\"data row1 col7\" >1.504</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row1_col8\" class=\"data row1 col8\" >0.736</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row1_col9\" class=\"data row1 col9\" >0.228</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row1_col10\" class=\"data row1 col10\" >0.348</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row1_col11\" class=\"data row1 col11\" >0.192</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row1_col12\" class=\"data row1 col12\" >1.504</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820level0_row2\" class=\"row_heading level0 row2\" >92</th>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row2_col0\" class=\"data row2 col0\" >BOW</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row2_col1\" class=\"data row2 col1\" >ext_1</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row2_col2\" class=\"data row2 col2\" >0.744</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row2_col3\" class=\"data row2 col3\" >0.214</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row2_col4\" class=\"data row2 col4\" >0.344</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row2_col5\" class=\"data row2 col5\" >0.2</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row2_col6\" class=\"data row2 col6\" >0.3755</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row2_col7\" class=\"data row2 col7\" >1.502</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row2_col8\" class=\"data row2 col8\" >0.744</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row2_col9\" class=\"data row2 col9\" >0.214</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row2_col10\" class=\"data row2 col10\" >0.344</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row2_col11\" class=\"data row2 col11\" >0.2</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row2_col12\" class=\"data row2 col12\" >1.502</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820level0_row3\" class=\"row_heading level0 row3\" >73</th>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row3_col0\" class=\"data row3 col0\" >Jaccard</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row3_col1\" class=\"data row3 col1\" >biotex_bvlac</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row3_col2\" class=\"data row3 col2\" >0.736</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row3_col3\" class=\"data row3 col3\" >0.218</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row3_col4\" class=\"data row3 col4\" >0.352</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row3_col5\" class=\"data row3 col5\" >0.194</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row3_col6\" class=\"data row3 col6\" >0.375</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row3_col7\" class=\"data row3 col7\" >1.5</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row3_col8\" class=\"data row3 col8\" >0.736</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row3_col9\" class=\"data row3 col9\" >0.218</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row3_col10\" class=\"data row3 col10\" >0.352</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row3_col11\" class=\"data row3 col11\" >0.194</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row3_col12\" class=\"data row3 col12\" >1.5</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820level0_row4\" class=\"row_heading level0 row4\" >101</th>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row4_col0\" class=\"data row4 col0\" >BOW</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row4_col1\" class=\"data row4 col1\" >inra_ext_2</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row4_col2\" class=\"data row4 col2\" >0.732</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row4_col3\" class=\"data row4 col3\" >0.226</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row4_col4\" class=\"data row4 col4\" >0.35</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row4_col5\" class=\"data row4 col5\" >0.192</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row4_col6\" class=\"data row4 col6\" >0.375</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row4_col7\" class=\"data row4 col7\" >1.5</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row4_col8\" class=\"data row4 col8\" >0.732</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row4_col9\" class=\"data row4 col9\" >0.226</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row4_col10\" class=\"data row4 col10\" >0.35</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row4_col11\" class=\"data row4 col11\" >0.192</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row4_col12\" class=\"data row4 col12\" >1.5</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820level0_row5\" class=\"row_heading level0 row5\" >67</th>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row5_col0\" class=\"data row5 col0\" >BOW</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row5_col1\" class=\"data row5 col1\" >str_object</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row5_col2\" class=\"data row5 col2\" >0.738</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row5_col3\" class=\"data row5 col3\" >0.206</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row5_col4\" class=\"data row5 col4\" >0.348</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row5_col5\" class=\"data row5 col5\" >0.2</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row5_col6\" class=\"data row5 col6\" >0.373</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row5_col7\" class=\"data row5 col7\" >1.492</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row5_col8\" class=\"data row5 col8\" >0.738</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row5_col9\" class=\"data row5 col9\" >0.206</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row5_col10\" class=\"data row5 col10\" >0.348</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row5_col11\" class=\"data row5 col11\" >0.2</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row5_col12\" class=\"data row5 col12\" >1.492</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820level0_row6\" class=\"row_heading level0 row6\" >137</th>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row6_col0\" class=\"data row6 col0\" >MCS</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row6_col1\" class=\"data row6 col1\" >gen_region</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row6_col2\" class=\"data row6 col2\" >0.702</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row6_col3\" class=\"data row6 col3\" >0.234</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row6_col4\" class=\"data row6 col4\" >0.354</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row6_col5\" class=\"data row6 col5\" >0.2</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row6_col6\" class=\"data row6 col6\" >0.3725</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row6_col7\" class=\"data row6 col7\" >1.49</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row6_col8\" class=\"data row6 col8\" >0.702</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row6_col9\" class=\"data row6 col9\" >0.234</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row6_col10\" class=\"data row6 col10\" >0.354</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row6_col11\" class=\"data row6 col11\" >0.2</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row6_col12\" class=\"data row6 col12\" >1.49</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820level0_row7\" class=\"row_heading level0 row7\" >119</th>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row7_col0\" class=\"data row7 col0\" >Jaccard</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row7_col1\" class=\"data row7 col1\" >biotex_bvlac_ext_2</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row7_col2\" class=\"data row7 col2\" >0.73</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row7_col3\" class=\"data row7 col3\" >0.208</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row7_col4\" class=\"data row7 col4\" >0.346</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row7_col5\" class=\"data row7 col5\" >0.194</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row7_col6\" class=\"data row7 col6\" >0.3695</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row7_col7\" class=\"data row7 col7\" >1.478</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row7_col8\" class=\"data row7 col8\" >0.73</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row7_col9\" class=\"data row7 col9\" >0.208</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row7_col10\" class=\"data row7 col10\" >0.346</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row7_col11\" class=\"data row7 col11\" >0.194</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row7_col12\" class=\"data row7 col12\" >1.478</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820level0_row8\" class=\"row_heading level0 row8\" >134</th>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row8_col0\" class=\"data row8 col0\" >VertexEdgeOverlap</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row8_col1\" class=\"data row8 col1\" >inra_ext_2</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row8_col2\" class=\"data row8 col2\" >0.718</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row8_col3\" class=\"data row8 col3\" >0.226</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row8_col4\" class=\"data row8 col4\" >0.334</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row8_col5\" class=\"data row8 col5\" >0.196</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row8_col6\" class=\"data row8 col6\" >0.3685</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row8_col7\" class=\"data row8 col7\" >1.474</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row8_col8\" class=\"data row8 col8\" >0.718</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row8_col9\" class=\"data row8 col9\" >0.226</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row8_col10\" class=\"data row8 col10\" >0.334</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row8_col11\" class=\"data row8 col11\" >0.196</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row8_col12\" class=\"data row8 col12\" >1.474</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820level0_row9\" class=\"row_heading level0 row9\" >6</th>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row9_col0\" class=\"data row9 col0\" >BOW</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row9_col1\" class=\"data row9 col1\" >inra_gen_country</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row9_col2\" class=\"data row9 col2\" >0.67</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row9_col3\" class=\"data row9 col3\" >0.244</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row9_col4\" class=\"data row9 col4\" >0.358</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row9_col5\" class=\"data row9 col5\" >0.196</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row9_col6\" class=\"data row9 col6\" >0.367</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row9_col7\" class=\"data row9 col7\" >1.468</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row9_col8\" class=\"data row9 col8\" >0.67</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row9_col9\" class=\"data row9 col9\" >0.244</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row9_col10\" class=\"data row9 col10\" >0.358</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row9_col11\" class=\"data row9 col11\" >0.196</td>\n", - " <td id=\"T_72ea8fc6_4af3_11e9_914c_6a0002e84820row9_col12\" class=\"data row9 col12\" >1.468</td>\n", - " </tr>\n", - " </tbody></table>" - ], - "text/plain": [ - "<pandas.io.formats.style.Styler at 0x13a20f748>" - ] - }, - "execution_count": 66, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data[\"c1_w\"]=data.c1.apply(lambda x: 1*x)\n", - "data[\"c2_w\"]=data.c2.apply(lambda x: 1*x)\n", - "data[\"c3_w\"]=data.c3.apply(lambda x: 1*x)\n", - "data[\"c4_w\"]=data.c4.apply(lambda x: 1*x)\n", - "data[\"sum_w\"]=np.sum(data[\"c1_w c2_w c3_w c4_w\".split()].values,axis=1)\n", - "colorize(data.sort_values(\"sum\",ascending=False).head(10),\"c1_w c2_w c3_w c4_w sum_w\".split())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Helpers \n", - "\n", - " * Pareto on Multiple dimension : `pareto_frontier_multi()`\n", - " * Highlighter `highlight_min()` and `highlight_max()`(yellow for max value and red for min value)\n", - " * Colorizer using Highlighter methods `colorize()`" - ] - }, - { - "cell_type": "code", - "execution_count": 67, - "metadata": { - "ExecuteTime": { - "end_time": "2018-09-26T12:55:10.491478Z", - "start_time": "2018-09-26T12:55:10.485081Z" - } - }, - "outputs": [], - "source": [ - "def pareto_frontier_multi(myArray):\n", - " # Sort on first dimension\n", - " myArray = myArray[myArray[:,0].argsort()]\n", - " # Add first row to pareto_frontier\n", - " pareto_frontier = myArray[0:1,:]\n", - " indices,i=[],1\n", - " # Test next row against the last row in pareto_frontier\n", - " for row in myArray[1:,:]:\n", - " if sum([row[x] >= pareto_frontier[-1][x]\n", - " for x in range(len(row))]) == len(row):\n", - " # If it is better on all features add the row to pareto_frontier\n", - " pareto_frontier = np.concatenate((pareto_frontier, [row]))\n", - " indices.append(i)\n", - " i+=1\n", - " return indices,pareto_frontier\n", - "\n", - "def highlight_max(s):\n", - " '''\n", - " highlight the maximum in a Series yellow.\n", - " '''\n", - " is_max = s == s.max()\n", - " return ['background-color: yellow' if v else '' for v in is_max]\n", - "def highlight_min(s):\n", - " '''\n", - " highlight the maximum in a Series yellow.\n", - " '''\n", - " is_max = s == s.min()\n", - " return ['background-color: #d64541;color:white;' if v else '' for v in is_max]\n", - "\n", - "def colorize(df,fields):\n", - " return df.style.apply(highlight_max,subset=fields).apply(highlight_min,subset=fields)\n", - "\n", - "to_colorize=\"c1 c2 c3 c4 mean sum\".split()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Analysis \n", - "\n", - "In this first section, we'll try to find which measure 'may' be optimal for our needs. Bluntly, we compute the average performance of each measure on every type of STR. " - ] - }, - { - "cell_type": "code", - "execution_count": 68, - "metadata": { - "ExecuteTime": { - "end_time": "2018-09-26T12:55:10.899176Z", - "start_time": "2018-09-26T12:55:10.493327Z" - } - }, - "outputs": [ - { - "data": { - "text/html": [ - "<style type=\"text/css\" >\n", - " #T_772fa262_4af3_11e9_a90c_6a0002e84820row0_col0 {\n", - " background-color: yellow;\n", - " : ;\n", - " } #T_772fa262_4af3_11e9_a90c_6a0002e84820row0_col2 {\n", - " background-color: yellow;\n", - " : ;\n", - " } #T_772fa262_4af3_11e9_a90c_6a0002e84820row0_col4 {\n", - " background-color: yellow;\n", - " : ;\n", - " } #T_772fa262_4af3_11e9_a90c_6a0002e84820row0_col5 {\n", - " background-color: yellow;\n", - " : ;\n", - " } #T_772fa262_4af3_11e9_a90c_6a0002e84820row2_col0 {\n", - " : ;\n", - " background-color: #d64541;\n", - " color: white;\n", - " } #T_772fa262_4af3_11e9_a90c_6a0002e84820row2_col1 {\n", - " : ;\n", - " background-color: #d64541;\n", - " color: white;\n", - " } #T_772fa262_4af3_11e9_a90c_6a0002e84820row2_col2 {\n", - " : ;\n", - " background-color: #d64541;\n", - " color: white;\n", - " } #T_772fa262_4af3_11e9_a90c_6a0002e84820row2_col3 {\n", - " : ;\n", - " background-color: #d64541;\n", - " color: white;\n", - " } #T_772fa262_4af3_11e9_a90c_6a0002e84820row2_col4 {\n", - " : ;\n", - " background-color: #d64541;\n", - " color: white;\n", - " } #T_772fa262_4af3_11e9_a90c_6a0002e84820row2_col5 {\n", - " : ;\n", - " background-color: #d64541;\n", - " color: white;\n", - " } #T_772fa262_4af3_11e9_a90c_6a0002e84820row5_col3 {\n", - " background-color: yellow;\n", - " : ;\n", - " } #T_772fa262_4af3_11e9_a90c_6a0002e84820row8_col1 {\n", - " background-color: yellow;\n", - " : ;\n", - " }</style><table id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820\" ><thead> <tr> <th class=\"blank level0\" ></th> <th class=\"col_heading level0 col0\" >c1</th> <th class=\"col_heading level0 col1\" >c2</th> <th class=\"col_heading level0 col2\" >c3</th> <th class=\"col_heading level0 col3\" >c4</th> <th class=\"col_heading level0 col4\" >mean</th> <th class=\"col_heading level0 col5\" >sum</th> <th class=\"col_heading level0 col6\" >c1_w</th> <th class=\"col_heading level0 col7\" >c2_w</th> <th class=\"col_heading level0 col8\" >c3_w</th> <th class=\"col_heading level0 col9\" >c4_w</th> <th class=\"col_heading level0 col10\" >sum_w</th> </tr> <tr> <th class=\"index_name level0\" >mesure</th> <th class=\"blank\" ></th> <th class=\"blank\" ></th> <th class=\"blank\" ></th> <th class=\"blank\" ></th> <th class=\"blank\" ></th> <th class=\"blank\" ></th> <th class=\"blank\" ></th> <th class=\"blank\" ></th> <th class=\"blank\" ></th> <th class=\"blank\" ></th> <th class=\"blank\" ></th> </tr></thead><tbody>\n", - " <tr>\n", - " <th id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820level0_row0\" class=\"row_heading level0 row0\" >BOW</th>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row0_col0\" class=\"data row0 col0\" >0.676087</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row0_col1\" class=\"data row0 col1\" >0.215826</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row0_col2\" class=\"data row0 col2\" >0.340174</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row0_col3\" class=\"data row0 col3\" >0.195739</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row0_col4\" class=\"data row0 col4\" >0.356957</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row0_col5\" class=\"data row0 col5\" >1.42783</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row0_col6\" class=\"data row0 col6\" >0.676087</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row0_col7\" class=\"data row0 col7\" >0.215826</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row0_col8\" class=\"data row0 col8\" >0.340174</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row0_col9\" class=\"data row0 col9\" >0.195739</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row0_col10\" class=\"data row0 col10\" >1.42783</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820level0_row1\" class=\"row_heading level0 row1\" >DeepWalk</th>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row1_col0\" class=\"data row1 col0\" >0.464261</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row1_col1\" class=\"data row1 col1\" >0.345217</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row1_col2\" class=\"data row1 col2\" >0.136522</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row1_col3\" class=\"data row1 col3\" >0.0605217</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row1_col4\" class=\"data row1 col4\" >0.25163</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row1_col5\" class=\"data row1 col5\" >1.00652</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row1_col6\" class=\"data row1 col6\" >0.464261</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row1_col7\" class=\"data row1 col7\" >0.345217</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row1_col8\" class=\"data row1 col8\" >0.136522</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row1_col9\" class=\"data row1 col9\" >0.0605217</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row1_col10\" class=\"data row1 col10\" >1.00652</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820level0_row2\" class=\"row_heading level0 row2\" >Graph2Vec</th>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row2_col0\" class=\"data row2 col0\" >0.0205217</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row2_col1\" class=\"data row2 col1\" >0.0263478</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row2_col2\" class=\"data row2 col2\" >0.00252174</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row2_col3\" class=\"data row2 col3\" >0</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row2_col4\" class=\"data row2 col4\" >0.0123478</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row2_col5\" class=\"data row2 col5\" >0.0493913</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row2_col6\" class=\"data row2 col6\" >0.0205217</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row2_col7\" class=\"data row2 col7\" >0.0263478</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row2_col8\" class=\"data row2 col8\" >0.00252174</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row2_col9\" class=\"data row2 col9\" >0</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row2_col10\" class=\"data row2 col10\" >0.0493913</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820level0_row3\" class=\"row_heading level0 row3\" >GraphEditDistance</th>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row3_col0\" class=\"data row3 col0\" >0.374364</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row3_col1\" class=\"data row3 col1\" >0.142364</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row3_col2\" class=\"data row3 col2\" >0.159455</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row3_col3\" class=\"data row3 col3\" >0.108182</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row3_col4\" class=\"data row3 col4\" >0.196091</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row3_col5\" class=\"data row3 col5\" >0.784364</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row3_col6\" class=\"data row3 col6\" >0.374364</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row3_col7\" class=\"data row3 col7\" >0.142364</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row3_col8\" class=\"data row3 col8\" >0.159455</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row3_col9\" class=\"data row3 col9\" >0.108182</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row3_col10\" class=\"data row3 col10\" >0.784364</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820level0_row4\" class=\"row_heading level0 row4\" >Jaccard</th>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row4_col0\" class=\"data row4 col0\" >0.615826</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row4_col1\" class=\"data row4 col1\" >0.216609</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row4_col2\" class=\"data row4 col2\" >0.320435</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row4_col3\" class=\"data row4 col3\" >0.184957</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row4_col4\" class=\"data row4 col4\" >0.334457</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row4_col5\" class=\"data row4 col5\" >1.33783</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row4_col6\" class=\"data row4 col6\" >0.615826</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row4_col7\" class=\"data row4 col7\" >0.216609</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row4_col8\" class=\"data row4 col8\" >0.320435</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row4_col9\" class=\"data row4 col9\" >0.184957</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row4_col10\" class=\"data row4 col10\" >1.33783</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820level0_row5\" class=\"row_heading level0 row5\" >MCS</th>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row5_col0\" class=\"data row5 col0\" >0.658</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row5_col1\" class=\"data row5 col1\" >0.216348</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row5_col2\" class=\"data row5 col2\" >0.334435</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row5_col3\" class=\"data row5 col3\" >0.196696</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row5_col4\" class=\"data row5 col4\" >0.35137</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row5_col5\" class=\"data row5 col5\" >1.40548</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row5_col6\" class=\"data row5 col6\" >0.658</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row5_col7\" class=\"data row5 col7\" >0.216348</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row5_col8\" class=\"data row5 col8\" >0.334435</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row5_col9\" class=\"data row5 col9\" >0.196696</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row5_col10\" class=\"data row5 col10\" >1.40548</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820level0_row6\" class=\"row_heading level0 row6\" >PolyIntersect</th>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row6_col0\" class=\"data row6 col0\" >0.1696</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row6_col1\" class=\"data row6 col1\" >0.1124</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row6_col2\" class=\"data row6 col2\" >0.0616</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row6_col3\" class=\"data row6 col3\" >0.0408</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row6_col4\" class=\"data row6 col4\" >0.0961</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row6_col5\" class=\"data row6 col5\" >0.3844</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row6_col6\" class=\"data row6 col6\" >0.1696</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row6_col7\" class=\"data row6 col7\" >0.1124</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row6_col8\" class=\"data row6 col8\" >0.0616</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row6_col9\" class=\"data row6 col9\" >0.0408</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row6_col10\" class=\"data row6 col10\" >0.3844</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820level0_row7\" class=\"row_heading level0 row7\" >VertexEdgeOverlap</th>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row7_col0\" class=\"data row7 col0\" >0.673304</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row7_col1\" class=\"data row7 col1\" >0.212435</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row7_col2\" class=\"data row7 col2\" >0.334261</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row7_col3\" class=\"data row7 col3\" >0.196435</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row7_col4\" class=\"data row7 col4\" >0.354109</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row7_col5\" class=\"data row7 col5\" >1.41643</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row7_col6\" class=\"data row7 col6\" >0.673304</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row7_col7\" class=\"data row7 col7\" >0.212435</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row7_col8\" class=\"data row7 col8\" >0.334261</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row7_col9\" class=\"data row7 col9\" >0.196435</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row7_col10\" class=\"data row7 col10\" >1.41643</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820level0_row8\" class=\"row_heading level0 row8\" >WeisfeleirLehmanKernel</th>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row8_col0\" class=\"data row8 col0\" >0.353478</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row8_col1\" class=\"data row8 col1\" >0.547826</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row8_col2\" class=\"data row8 col2\" >0.0622609</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row8_col3\" class=\"data row8 col3\" >0.00417391</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row8_col4\" class=\"data row8 col4\" >0.241935</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row8_col5\" class=\"data row8 col5\" >0.967739</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row8_col6\" class=\"data row8 col6\" >0.353478</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row8_col7\" class=\"data row8 col7\" >0.547826</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row8_col8\" class=\"data row8 col8\" >0.0622609</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row8_col9\" class=\"data row8 col9\" >0.00417391</td>\n", - " <td id=\"T_772fa262_4af3_11e9_a90c_6a0002e84820row8_col10\" class=\"data row8 col10\" >0.967739</td>\n", - " </tr>\n", - " </tbody></table>" - ], - "text/plain": [ - "<pandas.io.formats.style.Styler at 0x13a1df4e0>" - ] - }, - "execution_count": 68, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "colorize(data.groupby(\"mesure\").mean(),to_colorize)" - ] - }, - { - "cell_type": "code", - "execution_count": 42, - "metadata": { - "ExecuteTime": { - "end_time": "2018-09-26T12:55:10.910426Z", - "start_time": "2018-09-26T12:55:10.901497Z" - } - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "mesure,c1,c2,c3,c4,mean,sum,c1_w,c2_w,c3_w,c4_w,sum_w\n", - "BOW,0.8070434782608694,0.3003478260869565,0.04860869565217394,0.020782608695652183,0.29419565217391297,1.1767826086956519,0.3228173913043478,0.030034782608695652,0.019443478260869573,0.002078260869565218,0.37437391304347833\n", - "DeepWalk,0.613391304347826,0.47756521739130436,0.017913043478260875,0.012000000000000004,0.28021739130434775,1.120869565217391,0.24535652173913042,0.04775652173913043,0.007165217391304349,0.0012000000000000001,0.30147826086956525\n", - "Graph2Vec,0.029478260869565235,0.036173913043478285,0.0006086956521739131,0.0,0.016565217391304354,0.06626086956521741,0.01179130434782609,0.003617391304347828,0.00024347826086956525,0.0,0.015652173913043476\n", - "GraphEditDistance,0.42018181818181816,0.18090909090909088,0.025454545454545455,0.015454545454545455,0.16049999999999995,0.6419999999999998,0.16807272727272726,0.01809090909090908,0.010181818181818183,0.0015454545454545456,0.1978909090909091\n", - "Jaccard,0.7490434782608695,0.30747826086956526,0.053565217391304376,0.02721739130434784,0.28432608695652173,1.137304347826087,0.2996173913043478,0.030747826086956514,0.021426086956521748,0.002721739130434784,0.3545130434782609\n", - "MCS,0.804,0.3080869565217391,0.05660869565217395,0.026260869565217403,0.29873913043478256,1.1949565217391303,0.32159999999999994,0.030808695652173913,0.02264347826086957,0.002626086956521739,0.37767826086956513\n", - "PolyIntersect,0.22879999999999975,0.16679999999999992,0.0124,0.010400000000000001,0.10459999999999994,0.41839999999999977,0.09151999999999991,0.016679999999999993,0.004960000000000001,0.0010400000000000001,0.1141999999999999\n", - "VertexEdgeOverlap,0.8123478260869562,0.302,0.045826086956521773,0.019739130434782617,0.29497826086956525,1.179913043478261,0.32493913043478256,0.030199999999999994,0.018330434782608703,0.0019739130434782617,0.37544347826086943\n", - "WeisfeleirLehmanKernel,0.5620869565217389,0.7946956521739128,0.016086956521739137,0.0017391304347826096,0.3436521739130434,1.3746086956521737,0.2248347826086956,0.07946956521739128,0.006434782608695653,0.0001739130434782609,0.3109130434782609\n", - "\n" - ] - } - ], - "source": [ - "print(data.groupby(\"mesure\").mean().to_csv())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Based on above results, we observe that strict criteria like c1(shared common entity) and c4(share exact dispertion of spatial entities) are respected by **structure-based** measure(BOW, MCS,HED, GEDs). While more permissive criteria like c2(one entity in one STR close an other entity in an other STR) and c3(share a group of significant entity), are respected by **pattern-based** methods such as WeisfeilerLehmanKernel." - ] - }, - { - "cell_type": "code", - "execution_count": 72, - "metadata": { - "ExecuteTime": { - "end_time": "2018-09-26T12:55:10.937714Z", - "start_time": "2018-09-26T12:55:10.912437Z" - } - }, - "outputs": [ - { - "data": { - "text/html": [ - "<style type=\"text/css\" >\n", - " #T_945a5a62_4af3_11e9_a98e_6a0002e84820row0_col6 {\n", - " background-color: yellow;\n", - " : ;\n", - " } #T_945a5a62_4af3_11e9_a98e_6a0002e84820row0_col7 {\n", - " background-color: yellow;\n", - " : ;\n", - " } #T_945a5a62_4af3_11e9_a98e_6a0002e84820row1_col2 {\n", - " background-color: yellow;\n", - " : ;\n", - " } #T_945a5a62_4af3_11e9_a98e_6a0002e84820row1_col4 {\n", - " background-color: yellow;\n", - " : ;\n", - " } #T_945a5a62_4af3_11e9_a98e_6a0002e84820row1_col5 {\n", - " 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id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row0_col0\" class=\"data row0 col0\" >MCS</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row0_col1\" class=\"data row0 col1\" >ext_2</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row0_col2\" class=\"data row0 col2\" >0.704</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row0_col3\" class=\"data row0 col3\" >0.212</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row0_col4\" class=\"data row0 col4\" >0.344</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row0_col5\" class=\"data row0 col5\" >0.2</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row0_col6\" class=\"data row0 col6\" >0.365</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row0_col7\" class=\"data row0 col7\" >1.46</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row0_col8\" class=\"data row0 col8\" >0.704</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row0_col9\" class=\"data row0 col9\" >0.212</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row0_col10\" class=\"data row0 col10\" >0.344</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row0_col11\" class=\"data row0 col11\" >0.2</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row0_col12\" class=\"data row0 col12\" >1.46</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820level0_row1\" class=\"row_heading level0 row1\" >7</th>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row1_col0\" class=\"data row1 col0\" >BOW</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row1_col1\" class=\"data row1 col1\" >dev_du</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row1_col2\" class=\"data row1 col2\" >0.706</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row1_col3\" class=\"data row1 col3\" >0.194</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row1_col4\" class=\"data row1 col4\" >0.35</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row1_col5\" class=\"data row1 col5\" >0.202</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row1_col6\" class=\"data row1 col6\" >0.363</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row1_col7\" class=\"data row1 col7\" >1.452</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row1_col8\" class=\"data row1 col8\" >0.706</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row1_col9\" class=\"data row1 col9\" >0.194</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row1_col10\" class=\"data row1 col10\" >0.35</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row1_col11\" class=\"data row1 col11\" >0.202</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row1_col12\" class=\"data row1 col12\" >1.452</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820level0_row2\" class=\"row_heading level0 row2\" >5</th>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row2_col0\" class=\"data row2 col0\" >VertexEdgeOverlap</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row2_col1\" class=\"data row2 col1\" >gen_country</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row2_col2\" class=\"data row2 col2\" >0.634</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row2_col3\" class=\"data row2 col3\" >0.24</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row2_col4\" class=\"data row2 col4\" >0.34</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row2_col5\" class=\"data row2 col5\" >0.198</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row2_col6\" class=\"data row2 col6\" >0.353</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row2_col7\" class=\"data row2 col7\" >1.412</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row2_col8\" class=\"data row2 col8\" >0.634</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row2_col9\" class=\"data row2 col9\" >0.24</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row2_col10\" class=\"data row2 col10\" >0.34</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row2_col11\" class=\"data row2 col11\" >0.198</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row2_col12\" class=\"data row2 col12\" >1.412</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820level0_row3\" class=\"row_heading level0 row3\" >29</th>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row3_col0\" class=\"data row3 col0\" >MCS</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row3_col1\" class=\"data row3 col1\" >biotex_lda_bvlac_ext_1</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row3_col2\" class=\"data row3 col2\" >0.66</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row3_col3\" class=\"data row3 col3\" >0.226</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row3_col4\" class=\"data row3 col4\" >0.318</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row3_col5\" class=\"data row3 col5\" >0.196</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row3_col6\" class=\"data row3 col6\" >0.35</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row3_col7\" class=\"data row3 col7\" >1.4</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row3_col8\" class=\"data row3 col8\" >0.66</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row3_col9\" class=\"data row3 col9\" >0.226</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row3_col10\" class=\"data row3 col10\" >0.318</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row3_col11\" class=\"data row3 col11\" >0.196</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row3_col12\" class=\"data row3 col12\" >1.4</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820level0_row4\" class=\"row_heading level0 row4\" >21</th>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row4_col0\" class=\"data row4 col0\" >VertexEdgeOverlap</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row4_col1\" class=\"data row4 col1\" >biotex_lda_bvlac_gen_country</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row4_col2\" class=\"data row4 col2\" >0.638</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row4_col3\" class=\"data row4 col3\" >0.226</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row4_col4\" class=\"data row4 col4\" >0.336</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row4_col5\" class=\"data row4 col5\" >0.194</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row4_col6\" class=\"data row4 col6\" >0.3485</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row4_col7\" class=\"data row4 col7\" >1.394</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row4_col8\" class=\"data row4 col8\" >0.638</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row4_col9\" class=\"data row4 col9\" >0.226</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row4_col10\" class=\"data row4 col10\" >0.336</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row4_col11\" class=\"data row4 col11\" >0.194</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row4_col12\" class=\"data row4 col12\" >1.394</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820level0_row5\" class=\"row_heading level0 row5\" >54</th>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row5_col0\" class=\"data row5 col0\" >Jaccard</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row5_col1\" class=\"data row5 col1\" >inra</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row5_col2\" class=\"data row5 col2\" >0.614</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row5_col3\" class=\"data row5 col3\" >0.18</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row5_col4\" class=\"data row5 col4\" >0.34</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row5_col5\" class=\"data row5 col5\" >0.192</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row5_col6\" class=\"data row5 col6\" >0.3315</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row5_col7\" class=\"data row5 col7\" >1.326</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row5_col8\" class=\"data row5 col8\" >0.614</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row5_col9\" class=\"data row5 col9\" >0.18</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row5_col10\" class=\"data row5 col10\" >0.34</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row5_col11\" class=\"data row5 col11\" >0.192</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row5_col12\" class=\"data row5 col12\" >1.326</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820level0_row6\" class=\"row_heading level0 row6\" >30</th>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row6_col0\" class=\"data row6 col0\" >WeisfeleirLehmanKernel</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row6_col1\" class=\"data row6 col1\" >biotex_bvlac</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row6_col2\" class=\"data row6 col2\" >0.412</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row6_col3\" class=\"data row6 col3\" >0.576</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row6_col4\" class=\"data row6 col4\" >0.032</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row6_col5\" class=\"data row6 col5\" >0.004</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row6_col6\" class=\"data row6 col6\" >0.256</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row6_col7\" class=\"data row6 col7\" >1.024</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row6_col8\" class=\"data row6 col8\" >0.412</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row6_col9\" class=\"data row6 col9\" >0.576</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row6_col10\" class=\"data row6 col10\" >0.032</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row6_col11\" class=\"data row6 col11\" >0.004</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row6_col12\" class=\"data row6 col12\" >1.024</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820level0_row7\" class=\"row_heading level0 row7\" >28</th>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row7_col0\" class=\"data row7 col0\" >DeepWalk</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row7_col1\" class=\"data row7 col1\" >biotex_lda_bvlac_ext_2</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row7_col2\" class=\"data row7 col2\" >0.43</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row7_col3\" class=\"data row7 col3\" >0.402</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row7_col4\" class=\"data row7 col4\" >0.11</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row7_col5\" class=\"data row7 col5\" >0.05</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row7_col6\" class=\"data row7 col6\" >0.248</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row7_col7\" class=\"data row7 col7\" >0.992</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row7_col8\" class=\"data row7 col8\" >0.43</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row7_col9\" class=\"data row7 col9\" >0.402</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row7_col10\" class=\"data row7 col10\" >0.11</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row7_col11\" class=\"data row7 col11\" >0.05</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row7_col12\" class=\"data row7 col12\" >0.992</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820level0_row8\" class=\"row_heading level0 row8\" >14</th>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row8_col0\" class=\"data row8 col0\" >DeepWalk</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row8_col1\" class=\"data row8 col1\" >gen_region</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row8_col2\" class=\"data row8 col2\" >0.4</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row8_col3\" class=\"data row8 col3\" >0.314</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row8_col4\" class=\"data row8 col4\" >0.11</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row8_col5\" class=\"data row8 col5\" >0.052</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row8_col6\" class=\"data row8 col6\" >0.219</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row8_col7\" class=\"data row8 col7\" >0.876</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row8_col8\" class=\"data row8 col8\" >0.4</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row8_col9\" class=\"data row8 col9\" >0.314</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row8_col10\" class=\"data row8 col10\" >0.11</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row8_col11\" class=\"data row8 col11\" >0.052</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row8_col12\" class=\"data row8 col12\" >0.876</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820level0_row9\" class=\"row_heading level0 row9\" >49</th>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row9_col0\" class=\"data row9 col0\" >GraphEditDistance</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row9_col1\" class=\"data row9 col1\" >dev_du_gen_region</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row9_col2\" class=\"data row9 col2\" >0.104</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row9_col3\" class=\"data row9 col3\" >0.096</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row9_col4\" class=\"data row9 col4\" >0.002</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row9_col5\" class=\"data row9 col5\" >0</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row9_col6\" class=\"data row9 col6\" >0.0505</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row9_col7\" class=\"data row9 col7\" >0.202</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row9_col8\" class=\"data row9 col8\" >0.104</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row9_col9\" class=\"data row9 col9\" >0.096</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row9_col10\" class=\"data row9 col10\" >0.002</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row9_col11\" class=\"data row9 col11\" >0</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row9_col12\" class=\"data row9 col12\" >0.202</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820level0_row10\" class=\"row_heading level0 row10\" >1</th>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row10_col0\" class=\"data row10 col0\" >Graph2Vec</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row10_col1\" class=\"data row10 col1\" >biotex_bvlac_ext_1</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row10_col2\" class=\"data row10 col2\" >0.012</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row10_col3\" class=\"data row10 col3\" >0.026</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row10_col4\" class=\"data row10 col4\" >0</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row10_col5\" class=\"data row10 col5\" >0</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row10_col6\" class=\"data row10 col6\" >0.0095</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row10_col7\" class=\"data row10 col7\" >0.038</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row10_col8\" class=\"data row10 col8\" >0.012</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row10_col9\" class=\"data row10 col9\" >0.026</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row10_col10\" class=\"data row10 col10\" >0</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row10_col11\" class=\"data row10 col11\" >0</td>\n", - " <td id=\"T_945a5a62_4af3_11e9_a98e_6a0002e84820row10_col12\" class=\"data row10 col12\" >0.038</td>\n", - " </tr>\n", - " </tbody></table>" - ], - "text/plain": [ - "<pandas.io.formats.style.Styler at 0x13a0d6c88>" - ] - }, - "execution_count": 72, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "index,data_pa=pareto_frontier_multi(data[\"c1 c2 c3 c4\".split()].values)\n", - "colorize(data.iloc[index].sort_values(\"sum\",ascending=False),to_colorize)\n" - ] - }, - { - "cell_type": "code", - "execution_count": 73, - "metadata": { - "ExecuteTime": { - "end_time": "2018-09-26T12:55:10.967755Z", - "start_time": "2018-09-26T12:55:10.939214Z" - } - }, - "outputs": [ - { - "data": { - "text/html": [ - "<style type=\"text/css\" >\n", - " #T_9ae3b75a_4af3_11e9_828e_6a0002e84820row0_col5 {\n", - " : ;\n", - " background-color: #d64541;\n", - " color: white;\n", - " } #T_9ae3b75a_4af3_11e9_828e_6a0002e84820row0_col6 {\n", - " background-color: yellow;\n", - " : ;\n", - " } #T_9ae3b75a_4af3_11e9_828e_6a0002e84820row0_col7 {\n", - " background-color: yellow;\n", - " : ;\n", - " } #T_9ae3b75a_4af3_11e9_828e_6a0002e84820row1_col2 {\n", - " background-color: yellow;\n", - " : ;\n", - " } #T_9ae3b75a_4af3_11e9_828e_6a0002e84820row3_col3 {\n", - " background-color: yellow;\n", - " : ;\n", - " } #T_9ae3b75a_4af3_11e9_828e_6a0002e84820row3_col4 {\n", - " background-color: 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<th class=\"col_heading level0 col2\" >c1</th> <th class=\"col_heading level0 col3\" >c2</th> <th class=\"col_heading level0 col4\" >c3</th> <th class=\"col_heading level0 col5\" >c4</th> <th class=\"col_heading level0 col6\" >mean</th> <th class=\"col_heading level0 col7\" >sum</th> <th class=\"col_heading level0 col8\" >c1_w</th> <th class=\"col_heading level0 col9\" >c2_w</th> <th class=\"col_heading level0 col10\" >c3_w</th> <th class=\"col_heading level0 col11\" >c4_w</th> <th class=\"col_heading level0 col12\" >sum_w</th> </tr></thead><tbody>\n", - " <tr>\n", - " <th id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820level0_row0\" class=\"row_heading level0 row0\" >3</th>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row0_col0\" class=\"data row0 col0\" >BOW</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row0_col1\" class=\"data row0 col1\" >inra</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row0_col2\" class=\"data row0 col2\" >0.736</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row0_col3\" class=\"data row0 col3\" >0.228</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row0_col4\" class=\"data row0 col4\" >0.348</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row0_col5\" class=\"data row0 col5\" >0.192</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row0_col6\" class=\"data row0 col6\" >0.376</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row0_col7\" class=\"data row0 col7\" >1.504</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row0_col8\" class=\"data row0 col8\" >0.736</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row0_col9\" class=\"data row0 col9\" >0.228</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row0_col10\" class=\"data row0 col10\" >0.348</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row0_col11\" class=\"data row0 col11\" >0.192</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row0_col12\" class=\"data row0 col12\" >1.504</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820level0_row1\" class=\"row_heading level0 row1\" >92</th>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row1_col0\" class=\"data row1 col0\" >BOW</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row1_col1\" class=\"data row1 col1\" >ext_1</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row1_col2\" class=\"data row1 col2\" >0.744</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row1_col3\" class=\"data row1 col3\" >0.214</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row1_col4\" class=\"data row1 col4\" >0.344</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row1_col5\" class=\"data row1 col5\" >0.2</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row1_col6\" class=\"data row1 col6\" >0.3755</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row1_col7\" class=\"data row1 col7\" >1.502</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row1_col8\" class=\"data row1 col8\" >0.744</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row1_col9\" class=\"data row1 col9\" >0.214</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row1_col10\" class=\"data row1 col10\" >0.344</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row1_col11\" class=\"data row1 col11\" >0.2</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row1_col12\" class=\"data row1 col12\" >1.502</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820level0_row2\" class=\"row_heading level0 row2\" >67</th>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row2_col0\" class=\"data row2 col0\" >BOW</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row2_col1\" class=\"data row2 col1\" >str_object</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row2_col2\" class=\"data row2 col2\" >0.738</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row2_col3\" class=\"data row2 col3\" >0.206</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row2_col4\" class=\"data row2 col4\" >0.348</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row2_col5\" class=\"data row2 col5\" >0.2</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row2_col6\" class=\"data row2 col6\" >0.373</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row2_col7\" class=\"data row2 col7\" >1.492</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row2_col8\" class=\"data row2 col8\" >0.738</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row2_col9\" class=\"data row2 col9\" >0.206</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row2_col10\" class=\"data row2 col10\" >0.348</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row2_col11\" class=\"data row2 col11\" >0.2</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row2_col12\" class=\"data row2 col12\" >1.492</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820level0_row3\" class=\"row_heading level0 row3\" >6</th>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row3_col0\" class=\"data row3 col0\" >BOW</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row3_col1\" class=\"data row3 col1\" >inra_gen_country</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row3_col2\" class=\"data row3 col2\" >0.67</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row3_col3\" class=\"data row3 col3\" >0.244</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row3_col4\" class=\"data row3 col4\" >0.358</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row3_col5\" class=\"data row3 col5\" >0.196</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row3_col6\" class=\"data row3 col6\" >0.367</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row3_col7\" class=\"data row3 col7\" >1.468</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row3_col8\" class=\"data row3 col8\" >0.67</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row3_col9\" class=\"data row3 col9\" >0.244</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row3_col10\" class=\"data row3 col10\" >0.358</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row3_col11\" class=\"data row3 col11\" >0.196</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row3_col12\" class=\"data row3 col12\" >1.468</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820level0_row4\" class=\"row_heading level0 row4\" >51</th>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row4_col0\" class=\"data row4 col0\" >MCS</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row4_col1\" class=\"data row4 col1\" >ext_2</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row4_col2\" class=\"data row4 col2\" >0.704</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row4_col3\" class=\"data row4 col3\" >0.212</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row4_col4\" class=\"data row4 col4\" >0.344</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row4_col5\" class=\"data row4 col5\" >0.2</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row4_col6\" class=\"data row4 col6\" >0.365</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row4_col7\" class=\"data row4 col7\" >1.46</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row4_col8\" class=\"data row4 col8\" >0.704</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row4_col9\" class=\"data row4 col9\" >0.212</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row4_col10\" class=\"data row4 col10\" >0.344</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row4_col11\" class=\"data row4 col11\" >0.2</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row4_col12\" class=\"data row4 col12\" >1.46</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820level0_row5\" class=\"row_heading level0 row5\" >15</th>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row5_col0\" class=\"data row5 col0\" >BOW</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row5_col1\" class=\"data row5 col1\" >gen_region</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row5_col2\" class=\"data row5 col2\" >0.696</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row5_col3\" class=\"data row5 col3\" >0.21</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row5_col4\" class=\"data row5 col4\" >0.35</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row5_col5\" class=\"data row5 col5\" >0.2</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row5_col6\" class=\"data row5 col6\" >0.364</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row5_col7\" class=\"data row5 col7\" >1.456</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row5_col8\" class=\"data row5 col8\" >0.696</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row5_col9\" class=\"data row5 col9\" >0.21</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row5_col10\" class=\"data row5 col10\" >0.35</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row5_col11\" class=\"data row5 col11\" >0.2</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row5_col12\" class=\"data row5 col12\" >1.456</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820level0_row6\" class=\"row_heading level0 row6\" >7</th>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row6_col0\" class=\"data row6 col0\" >BOW</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row6_col1\" class=\"data row6 col1\" >dev_du</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row6_col2\" class=\"data row6 col2\" >0.706</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row6_col3\" class=\"data row6 col3\" >0.194</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row6_col4\" class=\"data row6 col4\" >0.35</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row6_col5\" class=\"data row6 col5\" >0.202</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row6_col6\" class=\"data row6 col6\" >0.363</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row6_col7\" class=\"data row6 col7\" >1.452</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row6_col8\" class=\"data row6 col8\" >0.706</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row6_col9\" class=\"data row6 col9\" >0.194</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row6_col10\" class=\"data row6 col10\" >0.35</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row6_col11\" class=\"data row6 col11\" >0.202</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row6_col12\" class=\"data row6 col12\" >1.452</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820level0_row7\" class=\"row_heading level0 row7\" >142</th>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row7_col0\" class=\"data row7 col0\" >Jaccard</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row7_col1\" class=\"data row7 col1\" >biotex_bvlac_gen_region</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row7_col2\" class=\"data row7 col2\" >0.7</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row7_col3\" class=\"data row7 col3\" >0.206</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row7_col4\" class=\"data row7 col4\" >0.342</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row7_col5\" class=\"data row7 col5\" >0.194</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row7_col6\" class=\"data row7 col6\" >0.3605</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row7_col7\" class=\"data row7 col7\" >1.442</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row7_col8\" class=\"data row7 col8\" >0.7</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row7_col9\" class=\"data row7 col9\" >0.206</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row7_col10\" class=\"data row7 col10\" >0.342</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row7_col11\" class=\"data row7 col11\" >0.194</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row7_col12\" class=\"data row7 col12\" >1.442</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820level0_row8\" class=\"row_heading level0 row8\" >4</th>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row8_col0\" class=\"data row8 col0\" >MCS</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row8_col1\" class=\"data row8 col1\" >inra</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row8_col2\" class=\"data row8 col2\" >0.688</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row8_col3\" class=\"data row8 col3\" >0.214</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row8_col4\" class=\"data row8 col4\" >0.336</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row8_col5\" class=\"data row8 col5\" >0.196</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row8_col6\" class=\"data row8 col6\" >0.3585</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row8_col7\" class=\"data row8 col7\" >1.434</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row8_col8\" class=\"data row8 col8\" >0.688</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row8_col9\" class=\"data row8 col9\" >0.214</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row8_col10\" class=\"data row8 col10\" >0.336</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row8_col11\" class=\"data row8 col11\" >0.196</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row8_col12\" class=\"data row8 col12\" >1.434</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820level0_row9\" class=\"row_heading level0 row9\" >108</th>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row9_col0\" class=\"data row9 col0\" >Jaccard</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row9_col1\" class=\"data row9 col1\" >biotex_lda_bvlac_gen_region</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row9_col2\" class=\"data row9 col2\" >0.646</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row9_col3\" class=\"data row9 col3\" >0.242</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row9_col4\" class=\"data row9 col4\" >0.338</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row9_col5\" class=\"data row9 col5\" >0.196</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row9_col6\" class=\"data row9 col6\" >0.3555</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row9_col7\" class=\"data row9 col7\" >1.422</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row9_col8\" class=\"data row9 col8\" >0.646</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row9_col9\" class=\"data row9 col9\" >0.242</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row9_col10\" class=\"data row9 col10\" >0.338</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row9_col11\" class=\"data row9 col11\" >0.196</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row9_col12\" class=\"data row9 col12\" >1.422</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820level0_row10\" class=\"row_heading level0 row10\" >5</th>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row10_col0\" class=\"data row10 col0\" >VertexEdgeOverlap</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row10_col1\" class=\"data row10 col1\" >gen_country</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row10_col2\" class=\"data row10 col2\" >0.634</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row10_col3\" class=\"data row10 col3\" >0.24</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row10_col4\" class=\"data row10 col4\" >0.34</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row10_col5\" class=\"data row10 col5\" >0.198</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row10_col6\" class=\"data row10 col6\" >0.353</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row10_col7\" class=\"data row10 col7\" >1.412</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row10_col8\" class=\"data row10 col8\" >0.634</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row10_col9\" class=\"data row10 col9\" >0.24</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row10_col10\" class=\"data row10 col10\" >0.34</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row10_col11\" class=\"data row10 col11\" >0.198</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row10_col12\" class=\"data row10 col12\" >1.412</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820level0_row11\" class=\"row_heading level0 row11\" >2</th>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row11_col0\" class=\"data row11 col0\" >VertexEdgeOverlap</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row11_col1\" class=\"data row11 col1\" >biotex_lda_bvlac_ext_1</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row11_col2\" class=\"data row11 col2\" >0.672</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row11_col3\" class=\"data row11 col3\" >0.21</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row11_col4\" class=\"data row11 col4\" >0.334</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row11_col5\" class=\"data row11 col5\" >0.196</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row11_col6\" class=\"data row11 col6\" >0.353</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row11_col7\" class=\"data row11 col7\" >1.412</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row11_col8\" class=\"data row11 col8\" >0.672</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row11_col9\" class=\"data row11 col9\" >0.21</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row11_col10\" class=\"data row11 col10\" >0.334</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row11_col11\" class=\"data row11 col11\" >0.196</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row11_col12\" class=\"data row11 col12\" >1.412</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820level0_row12\" class=\"row_heading level0 row12\" >11</th>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row12_col0\" class=\"data row12 col0\" >VertexEdgeOverlap</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row12_col1\" class=\"data row12 col1\" >biotex_lda_bvlac_ext_2</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row12_col2\" class=\"data row12 col2\" >0.67</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row12_col3\" class=\"data row12 col3\" >0.208</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row12_col4\" class=\"data row12 col4\" >0.336</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row12_col5\" class=\"data row12 col5\" >0.196</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row12_col6\" class=\"data row12 col6\" >0.3525</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row12_col7\" class=\"data row12 col7\" >1.41</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row12_col8\" class=\"data row12 col8\" >0.67</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row12_col9\" class=\"data row12 col9\" >0.208</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row12_col10\" class=\"data row12 col10\" >0.336</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row12_col11\" class=\"data row12 col11\" >0.196</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row12_col12\" class=\"data row12 col12\" >1.41</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820level0_row13\" class=\"row_heading level0 row13\" >29</th>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row13_col0\" class=\"data row13 col0\" >MCS</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row13_col1\" class=\"data row13 col1\" >biotex_lda_bvlac_ext_1</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row13_col2\" class=\"data row13 col2\" >0.66</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row13_col3\" class=\"data row13 col3\" >0.226</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row13_col4\" class=\"data row13 col4\" >0.318</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row13_col5\" class=\"data row13 col5\" >0.196</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row13_col6\" class=\"data row13 col6\" >0.35</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row13_col7\" class=\"data row13 col7\" >1.4</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row13_col8\" class=\"data row13 col8\" >0.66</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row13_col9\" class=\"data row13 col9\" >0.226</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row13_col10\" class=\"data row13 col10\" >0.318</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row13_col11\" class=\"data row13 col11\" >0.196</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row13_col12\" class=\"data row13 col12\" >1.4</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820level0_row14\" class=\"row_heading level0 row14\" >21</th>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row14_col0\" class=\"data row14 col0\" >VertexEdgeOverlap</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row14_col1\" class=\"data row14 col1\" >biotex_lda_bvlac_gen_country</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row14_col2\" class=\"data row14 col2\" >0.638</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row14_col3\" class=\"data row14 col3\" >0.226</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row14_col4\" class=\"data row14 col4\" >0.336</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row14_col5\" class=\"data row14 col5\" >0.194</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row14_col6\" class=\"data row14 col6\" >0.3485</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row14_col7\" class=\"data row14 col7\" >1.394</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row14_col8\" class=\"data row14 col8\" >0.638</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row14_col9\" class=\"data row14 col9\" >0.226</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row14_col10\" class=\"data row14 col10\" >0.336</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row14_col11\" class=\"data row14 col11\" >0.194</td>\n", - " <td id=\"T_9ae3b75a_4af3_11e9_828e_6a0002e84820row14_col12\" class=\"data row14 col12\" >1.394</td>\n", - " </tr>\n", - " </tbody></table>" - ], - "text/plain": [ - "<pandas.io.formats.style.Styler at 0x13a240630>" - ] - }, - "execution_count": 73, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "index,data_pa=pareto_frontier_multi(data[\"c1 c4\".split()].values)\n", - "colorize(data.iloc[index].sort_values(\"sum\",ascending=False).head(15),to_colorize)" - ] - }, - { - "cell_type": "code", - "execution_count": 74, - "metadata": { - "ExecuteTime": { - "end_time": "2018-09-26T12:55:10.998668Z", - "start_time": "2018-09-26T12:55:10.970120Z" - } - }, - "outputs": [ - { - "data": { - "text/html": [ - "<style type=\"text/css\" >\n", - " #T_a366063a_4af3_11e9_bd73_6a0002e84820row0_col2 {\n", - " background-color: yellow;\n", - " : ;\n", - " } #T_a366063a_4af3_11e9_bd73_6a0002e84820row0_col6 {\n", - " background-color: yellow;\n", - " : ;\n", - " } #T_a366063a_4af3_11e9_bd73_6a0002e84820row0_col7 {\n", - " background-color: yellow;\n", - " : ;\n", - " } #T_a366063a_4af3_11e9_bd73_6a0002e84820row2_col4 {\n", - " background-color: yellow;\n", - " : ;\n", - " } #T_a366063a_4af3_11e9_bd73_6a0002e84820row2_col5 {\n", - " background-color: yellow;\n", - " : ;\n", - " } #T_a366063a_4af3_11e9_bd73_6a0002e84820row12_col3 {\n", - " background-color: yellow;\n", - " : ;\n", - " } #T_a366063a_4af3_11e9_bd73_6a0002e84820row14_col5 {\n", - " : ;\n", - " background-color: #d64541;\n", - " color: white;\n", - " } #T_a366063a_4af3_11e9_bd73_6a0002e84820row16_col5 {\n", - " : ;\n", - " background-color: 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#T_a366063a_4af3_11e9_bd73_6a0002e84820row20_col4 {\n", - " : ;\n", - " background-color: #d64541;\n", - " color: white;\n", - " } #T_a366063a_4af3_11e9_bd73_6a0002e84820row20_col5 {\n", - " : ;\n", - " background-color: #d64541;\n", - " color: white;\n", - " } #T_a366063a_4af3_11e9_bd73_6a0002e84820row20_col6 {\n", - " : ;\n", - " background-color: #d64541;\n", - " color: white;\n", - " } #T_a366063a_4af3_11e9_bd73_6a0002e84820row20_col7 {\n", - " : ;\n", - " background-color: #d64541;\n", - " color: white;\n", - " }</style><table id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820\" ><thead> <tr> <th class=\"blank level0\" ></th> <th class=\"col_heading level0 col0\" >mesure</th> <th class=\"col_heading level0 col1\" >type</th> <th class=\"col_heading level0 col2\" >c1</th> <th class=\"col_heading level0 col3\" >c2</th> <th class=\"col_heading level0 col4\" >c3</th> <th class=\"col_heading level0 col5\" >c4</th> <th class=\"col_heading level0 col6\" >mean</th> <th class=\"col_heading level0 col7\" >sum</th> <th class=\"col_heading level0 col8\" >c1_w</th> <th class=\"col_heading level0 col9\" >c2_w</th> <th class=\"col_heading level0 col10\" >c3_w</th> <th class=\"col_heading level0 col11\" >c4_w</th> <th class=\"col_heading level0 col12\" >sum_w</th> </tr></thead><tbody>\n", - " <tr>\n", - " <th id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820level0_row0\" class=\"row_heading level0 row0\" >92</th>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row0_col0\" class=\"data row0 col0\" >BOW</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row0_col1\" class=\"data row0 col1\" >ext_1</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row0_col2\" class=\"data row0 col2\" >0.744</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row0_col3\" class=\"data row0 col3\" >0.214</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row0_col4\" class=\"data row0 col4\" >0.344</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row0_col5\" class=\"data row0 col5\" >0.2</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row0_col6\" class=\"data row0 col6\" >0.3755</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row0_col7\" class=\"data row0 col7\" >1.502</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row0_col8\" class=\"data row0 col8\" >0.744</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row0_col9\" class=\"data row0 col9\" >0.214</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row0_col10\" class=\"data row0 col10\" >0.344</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row0_col11\" class=\"data row0 col11\" >0.2</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row0_col12\" class=\"data row0 col12\" >1.502</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820level0_row1\" class=\"row_heading level0 row1\" >6</th>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row1_col0\" class=\"data row1 col0\" >BOW</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row1_col1\" class=\"data row1 col1\" >inra_gen_country</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row1_col2\" class=\"data row1 col2\" >0.67</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row1_col3\" class=\"data row1 col3\" >0.244</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row1_col4\" class=\"data row1 col4\" >0.358</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row1_col5\" class=\"data row1 col5\" >0.196</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row1_col6\" class=\"data row1 col6\" >0.367</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row1_col7\" class=\"data row1 col7\" >1.468</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row1_col8\" class=\"data row1 col8\" >0.67</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row1_col9\" class=\"data row1 col9\" >0.244</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row1_col10\" class=\"data row1 col10\" >0.358</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row1_col11\" class=\"data row1 col11\" >0.196</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row1_col12\" class=\"data row1 col12\" >1.468</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820level0_row2\" class=\"row_heading level0 row2\" >50</th>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row2_col0\" class=\"data row2 col0\" >BOW</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row2_col1\" class=\"data row2 col1\" >dev_du_gen_country</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row2_col2\" class=\"data row2 col2\" >0.636</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row2_col3\" class=\"data row2 col3\" >0.232</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row2_col4\" class=\"data row2 col4\" >0.362</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row2_col5\" class=\"data row2 col5\" >0.202</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row2_col6\" class=\"data row2 col6\" >0.358</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row2_col7\" class=\"data row2 col7\" >1.432</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row2_col8\" class=\"data row2 col8\" >0.636</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row2_col9\" class=\"data row2 col9\" >0.232</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row2_col10\" class=\"data row2 col10\" >0.362</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row2_col11\" class=\"data row2 col11\" >0.202</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row2_col12\" class=\"data row2 col12\" >1.432</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820level0_row3\" class=\"row_heading level0 row3\" >45</th>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row3_col0\" class=\"data row3 col0\" >VertexEdgeOverlap</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row3_col1\" class=\"data row3 col1\" >gen_region</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row3_col2\" class=\"data row3 col2\" >0.682</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row3_col3\" class=\"data row3 col3\" >0.22</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row3_col4\" class=\"data row3 col4\" >0.322</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row3_col5\" class=\"data row3 col5\" >0.198</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row3_col6\" class=\"data row3 col6\" >0.3555</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row3_col7\" class=\"data row3 col7\" >1.422</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row3_col8\" class=\"data row3 col8\" >0.682</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row3_col9\" class=\"data row3 col9\" >0.22</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row3_col10\" class=\"data row3 col10\" >0.322</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row3_col11\" class=\"data row3 col11\" >0.198</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row3_col12\" class=\"data row3 col12\" >1.422</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820level0_row4\" class=\"row_heading level0 row4\" >5</th>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row4_col0\" class=\"data row4 col0\" >VertexEdgeOverlap</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row4_col1\" class=\"data row4 col1\" >gen_country</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row4_col2\" class=\"data row4 col2\" >0.634</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row4_col3\" class=\"data row4 col3\" >0.24</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row4_col4\" class=\"data row4 col4\" >0.34</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row4_col5\" class=\"data row4 col5\" >0.198</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row4_col6\" class=\"data row4 col6\" >0.353</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row4_col7\" class=\"data row4 col7\" >1.412</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row4_col8\" class=\"data row4 col8\" >0.634</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row4_col9\" class=\"data row4 col9\" >0.24</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row4_col10\" class=\"data row4 col10\" >0.34</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row4_col11\" class=\"data row4 col11\" >0.198</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row4_col12\" class=\"data row4 col12\" >1.412</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820level0_row5\" class=\"row_heading level0 row5\" >37</th>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row5_col0\" class=\"data row5 col0\" >VertexEdgeOverlap</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row5_col1\" class=\"data row5 col1\" >str_object</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row5_col2\" class=\"data row5 col2\" >0.7</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row5_col3\" class=\"data row5 col3\" >0.19</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row5_col4\" class=\"data row5 col4\" >0.318</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row5_col5\" class=\"data row5 col5\" >0.198</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row5_col6\" class=\"data row5 col6\" >0.3515</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row5_col7\" class=\"data row5 col7\" >1.406</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row5_col8\" class=\"data row5 col8\" >0.7</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row5_col9\" class=\"data row5 col9\" >0.19</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row5_col10\" class=\"data row5 col10\" >0.318</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row5_col11\" class=\"data row5 col11\" >0.198</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row5_col12\" class=\"data row5 col12\" >1.406</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820level0_row6\" class=\"row_heading level0 row6\" >29</th>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row6_col0\" class=\"data row6 col0\" >MCS</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row6_col1\" class=\"data row6 col1\" >biotex_lda_bvlac_ext_1</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row6_col2\" class=\"data row6 col2\" >0.66</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row6_col3\" class=\"data row6 col3\" >0.226</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row6_col4\" class=\"data row6 col4\" >0.318</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row6_col5\" class=\"data row6 col5\" >0.196</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row6_col6\" class=\"data row6 col6\" >0.35</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row6_col7\" class=\"data row6 col7\" >1.4</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row6_col8\" class=\"data row6 col8\" >0.66</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row6_col9\" class=\"data row6 col9\" >0.226</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row6_col10\" class=\"data row6 col10\" >0.318</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row6_col11\" class=\"data row6 col11\" >0.196</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row6_col12\" class=\"data row6 col12\" >1.4</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820level0_row7\" class=\"row_heading level0 row7\" >21</th>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row7_col0\" class=\"data row7 col0\" >VertexEdgeOverlap</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row7_col1\" class=\"data row7 col1\" >biotex_lda_bvlac_gen_country</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row7_col2\" class=\"data row7 col2\" >0.638</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row7_col3\" class=\"data row7 col3\" >0.226</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row7_col4\" class=\"data row7 col4\" >0.336</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row7_col5\" class=\"data row7 col5\" >0.194</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row7_col6\" class=\"data row7 col6\" >0.3485</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row7_col7\" class=\"data row7 col7\" >1.394</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row7_col8\" class=\"data row7 col8\" >0.638</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row7_col9\" class=\"data row7 col9\" >0.226</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row7_col10\" class=\"data row7 col10\" >0.336</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row7_col11\" class=\"data row7 col11\" >0.194</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row7_col12\" class=\"data row7 col12\" >1.394</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820level0_row8\" class=\"row_heading level0 row8\" >19</th>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row8_col0\" class=\"data row8 col0\" >MCS</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row8_col1\" class=\"data row8 col1\" >biotex_lda_bvlac_ext_2</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row8_col2\" class=\"data row8 col2\" >0.65</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row8_col3\" class=\"data row8 col3\" >0.224</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row8_col4\" class=\"data row8 col4\" >0.316</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row8_col5\" class=\"data row8 col5\" >0.196</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row8_col6\" class=\"data row8 col6\" >0.3465</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row8_col7\" class=\"data row8 col7\" >1.386</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row8_col8\" class=\"data row8 col8\" >0.65</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row8_col9\" class=\"data row8 col9\" >0.224</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row8_col10\" class=\"data row8 col10\" >0.316</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row8_col11\" class=\"data row8 col11\" >0.196</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row8_col12\" class=\"data row8 col12\" >1.386</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820level0_row9\" class=\"row_heading level0 row9\" >47</th>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row9_col0\" class=\"data row9 col0\" >Jaccard</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row9_col1\" class=\"data row9 col1\" >dev_du</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row9_col2\" class=\"data row9 col2\" >0.554</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row9_col3\" class=\"data row9 col3\" >0.212</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row9_col4\" class=\"data row9 col4\" >0.288</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row9_col5\" class=\"data row9 col5\" >0.16</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row9_col6\" class=\"data row9 col6\" >0.3035</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row9_col7\" class=\"data row9 col7\" >1.214</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row9_col8\" class=\"data row9 col8\" >0.554</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row9_col9\" class=\"data row9 col9\" >0.212</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row9_col10\" class=\"data row9 col10\" >0.288</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row9_col11\" class=\"data row9 col11\" >0.16</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row9_col12\" class=\"data row9 col12\" >1.214</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820level0_row10\" class=\"row_heading level0 row10\" >38</th>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row10_col0\" class=\"data row10 col0\" >DeepWalk</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row10_col1\" class=\"data row10 col1\" >biotex_lda_bvlac_ext_1</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row10_col2\" class=\"data row10 col2\" >0.49</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row10_col3\" class=\"data row10 col3\" >0.358</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row10_col4\" class=\"data row10 col4\" >0.164</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row10_col5\" class=\"data row10 col5\" >0.082</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row10_col6\" class=\"data row10 col6\" >0.2735</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row10_col7\" class=\"data row10 col7\" >1.094</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row10_col8\" class=\"data row10 col8\" >0.49</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row10_col9\" class=\"data row10 col9\" >0.358</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row10_col10\" class=\"data row10 col10\" >0.164</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row10_col11\" class=\"data row10 col11\" >0.082</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row10_col12\" class=\"data row10 col12\" >1.094</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820level0_row11\" class=\"row_heading level0 row11\" >111</th>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row11_col0\" class=\"data row11 col0\" >DeepWalk</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row11_col1\" class=\"data row11 col1\" >biotex_bvlac_gen_country</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row11_col2\" class=\"data row11 col2\" >0.508</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row11_col3\" class=\"data row11 col3\" >0.342</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row11_col4\" class=\"data row11 col4\" >0.144</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row11_col5\" class=\"data row11 col5\" >0.058</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row11_col6\" class=\"data row11 col6\" >0.263</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row11_col7\" class=\"data row11 col7\" >1.052</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row11_col8\" class=\"data row11 col8\" >0.508</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row11_col9\" class=\"data row11 col9\" >0.342</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row11_col10\" class=\"data row11 col10\" >0.144</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row11_col11\" class=\"data row11 col11\" >0.058</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row11_col12\" class=\"data row11 col12\" >1.052</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820level0_row12\" class=\"row_heading level0 row12\" >30</th>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row12_col0\" class=\"data row12 col0\" >WeisfeleirLehmanKernel</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row12_col1\" class=\"data row12 col1\" >biotex_bvlac</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row12_col2\" class=\"data row12 col2\" >0.412</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row12_col3\" class=\"data row12 col3\" >0.576</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row12_col4\" class=\"data row12 col4\" >0.032</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row12_col5\" class=\"data row12 col5\" >0.004</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row12_col6\" class=\"data row12 col6\" >0.256</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row12_col7\" class=\"data row12 col7\" >1.024</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row12_col8\" class=\"data row12 col8\" >0.412</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row12_col9\" class=\"data row12 col9\" >0.576</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row12_col10\" class=\"data row12 col10\" >0.032</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row12_col11\" class=\"data row12 col11\" >0.004</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row12_col12\" class=\"data row12 col12\" >1.024</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820level0_row13\" class=\"row_heading level0 row13\" >28</th>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row13_col0\" class=\"data row13 col0\" >DeepWalk</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row13_col1\" class=\"data row13 col1\" >biotex_lda_bvlac_ext_2</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row13_col2\" class=\"data row13 col2\" >0.43</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row13_col3\" class=\"data row13 col3\" >0.402</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row13_col4\" class=\"data row13 col4\" >0.11</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row13_col5\" class=\"data row13 col5\" >0.05</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row13_col6\" class=\"data row13 col6\" >0.248</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row13_col7\" class=\"data row13 col7\" >0.992</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row13_col8\" class=\"data row13 col8\" >0.43</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row13_col9\" class=\"data row13 col9\" >0.402</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row13_col10\" class=\"data row13 col10\" >0.11</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row13_col11\" class=\"data row13 col11\" >0.05</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row13_col12\" class=\"data row13 col12\" >0.992</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820level0_row14\" class=\"row_heading level0 row14\" >36</th>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row14_col0\" class=\"data row14 col0\" >WeisfeleirLehmanKernel</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row14_col1\" class=\"data row14 col1\" >gen_region</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row14_col2\" class=\"data row14 col2\" >0.294</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row14_col3\" class=\"data row14 col3\" >0.55</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row14_col4\" class=\"data row14 col4\" >0.122</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row14_col5\" class=\"data row14 col5\" >0</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row14_col6\" class=\"data row14 col6\" >0.2415</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row14_col7\" class=\"data row14 col7\" >0.966</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row14_col8\" class=\"data row14 col8\" >0.294</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row14_col9\" class=\"data row14 col9\" >0.55</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row14_col10\" class=\"data row14 col10\" >0.122</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row14_col11\" class=\"data row14 col11\" >0</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row14_col12\" class=\"data row14 col12\" >0.966</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820level0_row15\" class=\"row_heading level0 row15\" >12</th>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row15_col0\" class=\"data row15 col0\" >WeisfeleirLehmanKernel</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row15_col1\" class=\"data row15 col1\" >biotex_lda_bvlac_gen_region</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row15_col2\" class=\"data row15 col2\" >0.364</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row15_col3\" class=\"data row15 col3\" >0.56</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row15_col4\" class=\"data row15 col4\" >0.028</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row15_col5\" class=\"data row15 col5\" >0.004</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row15_col6\" class=\"data row15 col6\" >0.239</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row15_col7\" class=\"data row15 col7\" >0.956</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row15_col8\" class=\"data row15 col8\" >0.364</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row15_col9\" class=\"data row15 col9\" >0.56</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row15_col10\" class=\"data row15 col10\" >0.028</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row15_col11\" class=\"data row15 col11\" >0.004</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row15_col12\" class=\"data row15 col12\" >0.956</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820level0_row16\" class=\"row_heading level0 row16\" >112</th>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row16_col0\" class=\"data row16 col0\" >Graph2Vec</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row16_col1\" class=\"data row16 col1\" >biotex_lda_bvlac_ext_2</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row16_col2\" class=\"data row16 col2\" >0.032</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row16_col3\" class=\"data row16 col3\" >0.038</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row16_col4\" class=\"data row16 col4\" >0.014</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row16_col5\" class=\"data row16 col5\" >0</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row16_col6\" class=\"data row16 col6\" >0.021</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row16_col7\" class=\"data row16 col7\" >0.084</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row16_col8\" class=\"data row16 col8\" >0.032</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row16_col9\" class=\"data row16 col9\" >0.038</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row16_col10\" class=\"data row16 col10\" >0.014</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row16_col11\" class=\"data row16 col11\" >0</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row16_col12\" class=\"data row16 col12\" >0.084</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820level0_row17\" class=\"row_heading level0 row17\" >57</th>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row17_col0\" class=\"data row17 col0\" >Graph2Vec</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row17_col1\" class=\"data row17 col1\" >inra_gen_country</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row17_col2\" class=\"data row17 col2\" >0.022</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row17_col3\" class=\"data row17 col3\" >0.028</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row17_col4\" class=\"data row17 col4\" >0</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row17_col5\" class=\"data row17 col5\" >0</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row17_col6\" class=\"data row17 col6\" >0.0125</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row17_col7\" class=\"data row17 col7\" >0.05</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row17_col8\" class=\"data row17 col8\" >0.022</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row17_col9\" class=\"data row17 col9\" >0.028</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row17_col10\" class=\"data row17 col10\" >0</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row17_col11\" class=\"data row17 col11\" >0</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row17_col12\" class=\"data row17 col12\" >0.05</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820level0_row18\" class=\"row_heading level0 row18\" >117</th>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row18_col0\" class=\"data row18 col0\" >Graph2Vec</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row18_col1\" class=\"data row18 col1\" >inra_ext_2</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row18_col2\" class=\"data row18 col2\" >0.022</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row18_col3\" class=\"data row18 col3\" >0.024</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row18_col4\" class=\"data row18 col4\" >0.002</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row18_col5\" class=\"data row18 col5\" >0</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row18_col6\" class=\"data row18 col6\" >0.012</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row18_col7\" class=\"data row18 col7\" >0.048</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row18_col8\" class=\"data row18 col8\" >0.022</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row18_col9\" class=\"data row18 col9\" >0.024</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row18_col10\" class=\"data row18 col10\" >0.002</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row18_col11\" class=\"data row18 col11\" >0</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row18_col12\" class=\"data row18 col12\" >0.048</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820level0_row19\" class=\"row_heading level0 row19\" >33</th>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row19_col0\" class=\"data row19 col0\" >Graph2Vec</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row19_col1\" class=\"data row19 col1\" >dev_du_gen_country</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row19_col2\" class=\"data row19 col2\" >0.016</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row19_col3\" class=\"data row19 col3\" >0.024</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row19_col4\" class=\"data row19 col4\" >0.004</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row19_col5\" class=\"data row19 col5\" >0</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row19_col6\" class=\"data row19 col6\" >0.011</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row19_col7\" class=\"data row19 col7\" >0.044</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row19_col8\" class=\"data row19 col8\" >0.016</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row19_col9\" class=\"data row19 col9\" >0.024</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row19_col10\" class=\"data row19 col10\" >0.004</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row19_col11\" class=\"data row19 col11\" >0</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row19_col12\" class=\"data row19 col12\" >0.044</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820level0_row20\" class=\"row_heading level0 row20\" >1</th>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row20_col0\" class=\"data row20 col0\" >Graph2Vec</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row20_col1\" class=\"data row20 col1\" >biotex_bvlac_ext_1</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row20_col2\" class=\"data row20 col2\" >0.012</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row20_col3\" class=\"data row20 col3\" >0.026</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row20_col4\" class=\"data row20 col4\" >0</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row20_col5\" class=\"data row20 col5\" >0</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row20_col6\" class=\"data row20 col6\" >0.0095</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row20_col7\" class=\"data row20 col7\" >0.038</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row20_col8\" class=\"data row20 col8\" >0.012</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row20_col9\" class=\"data row20 col9\" >0.026</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row20_col10\" class=\"data row20 col10\" >0</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row20_col11\" class=\"data row20 col11\" >0</td>\n", - " <td id=\"T_a366063a_4af3_11e9_bd73_6a0002e84820row20_col12\" class=\"data row20 col12\" >0.038</td>\n", - " </tr>\n", - " </tbody></table>" - ], - "text/plain": [ - "<pandas.io.formats.style.Styler at 0x13a240a90>" - ] - }, - "execution_count": 74, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "index,data_pa=pareto_frontier_multi(data[\"c2 c3\".split()].values)\n", - "colorize(data.iloc[index].sort_values(\"sum\",ascending=False),to_colorize)" - ] - }, - { - "cell_type": "code", - "execution_count": 75, - "metadata": { - "ExecuteTime": { - "end_time": "2018-09-26T12:55:11.028009Z", - "start_time": "2018-09-26T12:55:11.000606Z" - } - }, - "outputs": [ - { - "data": { - "text/html": [ - "<style type=\"text/css\" >\n", - " #T_b054de34_4af3_11e9_a805_6a0002e84820row0_col2 {\n", - " background-color: yellow;\n", - " : ;\n", - " } #T_b054de34_4af3_11e9_a805_6a0002e84820row0_col4 {\n", - " background-color: yellow;\n", - " : ;\n", - " } #T_b054de34_4af3_11e9_a805_6a0002e84820row0_col5 {\n", - " background-color: yellow;\n", - " : ;\n", - " } #T_b054de34_4af3_11e9_a805_6a0002e84820row0_col6 {\n", - " background-color: yellow;\n", - " : ;\n", - " } #T_b054de34_4af3_11e9_a805_6a0002e84820row0_col7 {\n", - " background-color: yellow;\n", - " : ;\n", - " } 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color: white;\n", - " } #T_b054de34_4af3_11e9_a805_6a0002e84820row10_col7 {\n", - " : ;\n", - " background-color: #d64541;\n", - " color: white;\n", - " }</style><table id=\"T_b054de34_4af3_11e9_a805_6a0002e84820\" ><thead> <tr> <th class=\"blank level0\" ></th> <th class=\"col_heading level0 col0\" >mesure</th> <th class=\"col_heading level0 col1\" >type</th> <th class=\"col_heading level0 col2\" >c1</th> <th class=\"col_heading level0 col3\" >c2</th> <th class=\"col_heading level0 col4\" >c3</th> <th class=\"col_heading level0 col5\" >c4</th> <th class=\"col_heading level0 col6\" >mean</th> <th class=\"col_heading level0 col7\" >sum</th> <th class=\"col_heading level0 col8\" >c1_w</th> <th class=\"col_heading level0 col9\" >c2_w</th> <th class=\"col_heading level0 col10\" >c3_w</th> <th class=\"col_heading level0 col11\" >c4_w</th> <th class=\"col_heading level0 col12\" >sum_w</th> </tr></thead><tbody>\n", - " <tr>\n", - " <th id=\"T_b054de34_4af3_11e9_a805_6a0002e84820level0_row0\" class=\"row_heading level0 row0\" >7</th>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row0_col0\" class=\"data row0 col0\" >BOW</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row0_col1\" class=\"data row0 col1\" >dev_du</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row0_col2\" class=\"data row0 col2\" >0.706</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row0_col3\" class=\"data row0 col3\" >0.194</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row0_col4\" class=\"data row0 col4\" >0.35</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row0_col5\" class=\"data row0 col5\" >0.202</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row0_col6\" class=\"data row0 col6\" >0.363</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row0_col7\" class=\"data row0 col7\" >1.452</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row0_col8\" class=\"data row0 col8\" >0.706</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row0_col9\" class=\"data row0 col9\" >0.194</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row0_col10\" class=\"data row0 col10\" >0.35</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row0_col11\" class=\"data row0 col11\" >0.202</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row0_col12\" class=\"data row0 col12\" >1.452</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_b054de34_4af3_11e9_a805_6a0002e84820level0_row1\" class=\"row_heading level0 row1\" >34</th>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row1_col0\" class=\"data row1 col0\" >BOW</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row1_col1\" class=\"data row1 col1\" >biotex_bvlac_gen_country</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row1_col2\" class=\"data row1 col2\" >0.65</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row1_col3\" class=\"data row1 col3\" >0.234</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row1_col4\" class=\"data row1 col4\" >0.34</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row1_col5\" class=\"data row1 col5\" >0.196</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row1_col6\" class=\"data row1 col6\" >0.355</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row1_col7\" class=\"data row1 col7\" >1.42</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row1_col8\" class=\"data row1 col8\" >0.65</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row1_col9\" class=\"data row1 col9\" >0.234</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row1_col10\" class=\"data row1 col10\" >0.34</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row1_col11\" class=\"data row1 col11\" >0.196</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row1_col12\" class=\"data row1 col12\" >1.42</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_b054de34_4af3_11e9_a805_6a0002e84820level0_row2\" class=\"row_heading level0 row2\" >5</th>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row2_col0\" class=\"data row2 col0\" >VertexEdgeOverlap</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row2_col1\" class=\"data row2 col1\" >gen_country</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row2_col2\" class=\"data row2 col2\" >0.634</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row2_col3\" class=\"data row2 col3\" >0.24</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row2_col4\" class=\"data row2 col4\" >0.34</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row2_col5\" class=\"data row2 col5\" >0.198</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row2_col6\" class=\"data row2 col6\" >0.353</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row2_col7\" class=\"data row2 col7\" >1.412</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row2_col8\" class=\"data row2 col8\" >0.634</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row2_col9\" class=\"data row2 col9\" >0.24</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row2_col10\" class=\"data row2 col10\" >0.34</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row2_col11\" class=\"data row2 col11\" >0.198</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row2_col12\" class=\"data row2 col12\" >1.412</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_b054de34_4af3_11e9_a805_6a0002e84820level0_row3\" class=\"row_heading level0 row3\" >29</th>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row3_col0\" class=\"data row3 col0\" >MCS</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row3_col1\" class=\"data row3 col1\" >biotex_lda_bvlac_ext_1</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row3_col2\" class=\"data row3 col2\" >0.66</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row3_col3\" class=\"data row3 col3\" >0.226</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row3_col4\" class=\"data row3 col4\" >0.318</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row3_col5\" class=\"data row3 col5\" >0.196</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row3_col6\" class=\"data row3 col6\" >0.35</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row3_col7\" class=\"data row3 col7\" >1.4</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row3_col8\" class=\"data row3 col8\" >0.66</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row3_col9\" class=\"data row3 col9\" >0.226</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row3_col10\" class=\"data row3 col10\" >0.318</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row3_col11\" class=\"data row3 col11\" >0.196</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row3_col12\" class=\"data row3 col12\" >1.4</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_b054de34_4af3_11e9_a805_6a0002e84820level0_row4\" class=\"row_heading level0 row4\" >21</th>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row4_col0\" class=\"data row4 col0\" >VertexEdgeOverlap</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row4_col1\" class=\"data row4 col1\" >biotex_lda_bvlac_gen_country</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row4_col2\" class=\"data row4 col2\" >0.638</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row4_col3\" class=\"data row4 col3\" >0.226</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row4_col4\" class=\"data row4 col4\" >0.336</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row4_col5\" class=\"data row4 col5\" >0.194</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row4_col6\" class=\"data row4 col6\" >0.3485</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row4_col7\" class=\"data row4 col7\" >1.394</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row4_col8\" class=\"data row4 col8\" >0.638</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row4_col9\" class=\"data row4 col9\" >0.226</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row4_col10\" class=\"data row4 col10\" >0.336</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row4_col11\" class=\"data row4 col11\" >0.194</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row4_col12\" class=\"data row4 col12\" >1.394</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_b054de34_4af3_11e9_a805_6a0002e84820level0_row5\" class=\"row_heading level0 row5\" >30</th>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row5_col0\" class=\"data row5 col0\" >WeisfeleirLehmanKernel</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row5_col1\" class=\"data row5 col1\" >biotex_bvlac</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row5_col2\" class=\"data row5 col2\" >0.412</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row5_col3\" class=\"data row5 col3\" >0.576</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row5_col4\" class=\"data row5 col4\" >0.032</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row5_col5\" class=\"data row5 col5\" >0.004</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row5_col6\" class=\"data row5 col6\" >0.256</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row5_col7\" class=\"data row5 col7\" >1.024</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row5_col8\" class=\"data row5 col8\" >0.412</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row5_col9\" class=\"data row5 col9\" >0.576</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row5_col10\" class=\"data row5 col10\" >0.032</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row5_col11\" class=\"data row5 col11\" >0.004</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row5_col12\" class=\"data row5 col12\" >1.024</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_b054de34_4af3_11e9_a805_6a0002e84820level0_row6\" class=\"row_heading level0 row6\" >28</th>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row6_col0\" class=\"data row6 col0\" >DeepWalk</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row6_col1\" class=\"data row6 col1\" >biotex_lda_bvlac_ext_2</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row6_col2\" class=\"data row6 col2\" >0.43</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row6_col3\" class=\"data row6 col3\" >0.402</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row6_col4\" class=\"data row6 col4\" >0.11</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row6_col5\" class=\"data row6 col5\" >0.05</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row6_col6\" class=\"data row6 col6\" >0.248</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row6_col7\" class=\"data row6 col7\" >0.992</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row6_col8\" class=\"data row6 col8\" >0.43</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row6_col9\" class=\"data row6 col9\" >0.402</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row6_col10\" class=\"data row6 col10\" >0.11</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row6_col11\" class=\"data row6 col11\" >0.05</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row6_col12\" class=\"data row6 col12\" >0.992</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_b054de34_4af3_11e9_a805_6a0002e84820level0_row7\" class=\"row_heading level0 row7\" >14</th>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row7_col0\" class=\"data row7 col0\" >DeepWalk</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row7_col1\" class=\"data row7 col1\" >gen_region</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row7_col2\" class=\"data row7 col2\" >0.4</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row7_col3\" class=\"data row7 col3\" >0.314</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row7_col4\" class=\"data row7 col4\" >0.11</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row7_col5\" class=\"data row7 col5\" >0.052</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row7_col6\" class=\"data row7 col6\" >0.219</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row7_col7\" class=\"data row7 col7\" >0.876</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row7_col8\" class=\"data row7 col8\" >0.4</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row7_col9\" class=\"data row7 col9\" >0.314</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row7_col10\" class=\"data row7 col10\" >0.11</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row7_col11\" class=\"data row7 col11\" >0.052</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row7_col12\" class=\"data row7 col12\" >0.876</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_b054de34_4af3_11e9_a805_6a0002e84820level0_row8\" class=\"row_heading level0 row8\" >31</th>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row8_col0\" class=\"data row8 col0\" >GraphEditDistance</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row8_col1\" class=\"data row8 col1\" >inra_gen_country</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row8_col2\" class=\"data row8 col2\" >0.104</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row8_col3\" class=\"data row8 col3\" >0.096</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row8_col4\" class=\"data row8 col4\" >0.002</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row8_col5\" class=\"data row8 col5\" >0</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row8_col6\" class=\"data row8 col6\" >0.0505</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row8_col7\" class=\"data row8 col7\" >0.202</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row8_col8\" class=\"data row8 col8\" >0.104</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row8_col9\" class=\"data row8 col9\" >0.096</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row8_col10\" class=\"data row8 col10\" >0.002</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row8_col11\" class=\"data row8 col11\" >0</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row8_col12\" class=\"data row8 col12\" >0.202</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_b054de34_4af3_11e9_a805_6a0002e84820level0_row9\" class=\"row_heading level0 row9\" >33</th>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row9_col0\" class=\"data row9 col0\" >Graph2Vec</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row9_col1\" class=\"data row9 col1\" >dev_du_gen_country</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row9_col2\" class=\"data row9 col2\" >0.016</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row9_col3\" class=\"data row9 col3\" >0.024</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row9_col4\" class=\"data row9 col4\" >0.004</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row9_col5\" class=\"data row9 col5\" >0</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row9_col6\" class=\"data row9 col6\" >0.011</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row9_col7\" class=\"data row9 col7\" >0.044</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row9_col8\" class=\"data row9 col8\" >0.016</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row9_col9\" class=\"data row9 col9\" >0.024</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row9_col10\" class=\"data row9 col10\" >0.004</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row9_col11\" class=\"data row9 col11\" >0</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row9_col12\" class=\"data row9 col12\" >0.044</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_b054de34_4af3_11e9_a805_6a0002e84820level0_row10\" class=\"row_heading level0 row10\" >1</th>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row10_col0\" class=\"data row10 col0\" >Graph2Vec</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row10_col1\" class=\"data row10 col1\" >biotex_bvlac_ext_1</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row10_col2\" class=\"data row10 col2\" >0.012</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row10_col3\" class=\"data row10 col3\" >0.026</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row10_col4\" class=\"data row10 col4\" >0</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row10_col5\" class=\"data row10 col5\" >0</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row10_col6\" class=\"data row10 col6\" >0.0095</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row10_col7\" class=\"data row10 col7\" >0.038</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row10_col8\" class=\"data row10 col8\" >0.012</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row10_col9\" class=\"data row10 col9\" >0.026</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row10_col10\" class=\"data row10 col10\" >0</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row10_col11\" class=\"data row10 col11\" >0</td>\n", - " <td id=\"T_b054de34_4af3_11e9_a805_6a0002e84820row10_col12\" class=\"data row10 col12\" >0.038</td>\n", - " </tr>\n", - " </tbody></table>" - ], - "text/plain": [ - "<pandas.io.formats.style.Styler at 0x13a2744e0>" - ] - }, - "execution_count": 75, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "index,data_pa=pareto_frontier_multi(data[\"c1 c2 c3\".split()].values)\n", - "colorize(data.iloc[index].sort_values(\"sum\",ascending=False),to_colorize)" - ] - }, - { - "cell_type": "code", - "execution_count": 57, - "metadata": { - "ExecuteTime": { - "end_time": "2018-09-26T12:55:11.060611Z", - "start_time": "2018-09-26T12:55:11.030272Z" - } - }, - "outputs": [ - { - "data": { - "text/html": [ - "<style type=\"text/css\" >\n", - " #T_29ccdd64_4af1_11e9_b103_6a0002e84820row0_col2 {\n", - " : ;\n", - " background-color: #d64541;\n", - " color: white;\n", - " } #T_29ccdd64_4af1_11e9_b103_6a0002e84820row0_col3 {\n", - " : ;\n", - " background-color: #d64541;\n", - " color: white;\n", - " } #T_29ccdd64_4af1_11e9_b103_6a0002e84820row0_col4 {\n", - " : ;\n", - " background-color: #d64541;\n", - " color: white;\n", - " } #T_29ccdd64_4af1_11e9_b103_6a0002e84820row0_col5 {\n", - " : ;\n", - " background-color: #d64541;\n", - " color: white;\n", - " } 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background-color: #d64541;\n", - " color: white;\n", - " } #T_29ccdd64_4af1_11e9_b103_6a0002e84820row10_col5 {\n", - " : ;\n", - " background-color: #d64541;\n", - " color: white;\n", - " } #T_29ccdd64_4af1_11e9_b103_6a0002e84820row11_col5 {\n", - " : ;\n", - " background-color: #d64541;\n", - " color: white;\n", - " } #T_29ccdd64_4af1_11e9_b103_6a0002e84820row12_col2 {\n", - " background-color: yellow;\n", - " : ;\n", - " }</style><table id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820\" ><thead> <tr> <th class=\"blank level0\" ></th> <th class=\"col_heading level0 col0\" >mesure</th> <th class=\"col_heading level0 col1\" >type</th> <th class=\"col_heading level0 col2\" >c1</th> <th class=\"col_heading level0 col3\" >c2</th> <th class=\"col_heading level0 col4\" >c3</th> <th class=\"col_heading level0 col5\" >c4</th> <th class=\"col_heading level0 col6\" >mean</th> <th class=\"col_heading level0 col7\" >sum</th> <th class=\"col_heading level0 col8\" >c1_w</th> <th class=\"col_heading level0 col9\" >c2_w</th> <th class=\"col_heading level0 col10\" >c3_w</th> <th class=\"col_heading level0 col11\" >c4_w</th> <th class=\"col_heading level0 col12\" >sum_w</th> </tr></thead><tbody>\n", - " <tr>\n", - " <th id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820level0_row0\" class=\"row_heading level0 row0\" >1</th>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row0_col0\" class=\"data row0 col0\" >Graph2Vec</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row0_col1\" class=\"data row0 col1\" >biotex_bvlac_ext_1</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row0_col2\" class=\"data row0 col2\" >0.012</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row0_col3\" class=\"data row0 col3\" >0.026</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row0_col4\" class=\"data row0 col4\" >0</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row0_col5\" class=\"data row0 col5\" >0</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row0_col6\" class=\"data row0 col6\" >0.0095</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row0_col7\" class=\"data row0 col7\" >0.038</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row0_col8\" class=\"data row0 col8\" >0.0048</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row0_col9\" class=\"data row0 col9\" >0.0026</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row0_col10\" class=\"data row0 col10\" >0</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row0_col11\" class=\"data row0 col11\" >0</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row0_col12\" class=\"data row0 col12\" >0.0074</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820level0_row1\" class=\"row_heading level0 row1\" >9</th>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row1_col0\" class=\"data row1 col0\" >Jaccard</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row1_col1\" class=\"data row1 col1\" >inra_ext_2</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row1_col2\" class=\"data row1 col2\" >0.648</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row1_col3\" class=\"data row1 col3\" >0.212</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row1_col4\" class=\"data row1 col4\" >0.32</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row1_col5\" class=\"data row1 col5\" >0.194</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row1_col6\" class=\"data row1 col6\" >0.3435</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row1_col7\" class=\"data row1 col7\" >1.374</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row1_col8\" class=\"data row1 col8\" >0.2592</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row1_col9\" class=\"data row1 col9\" >0.0212</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row1_col10\" class=\"data row1 col10\" >0.128</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row1_col11\" class=\"data row1 col11\" >0.0194</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row1_col12\" class=\"data row1 col12\" >0.4278</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820level0_row2\" class=\"row_heading level0 row2\" >12</th>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row2_col0\" class=\"data row2 col0\" >WeisfeleirLehmanKernel</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row2_col1\" class=\"data row2 col1\" >biotex_lda_bvlac_gen_region</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row2_col2\" class=\"data row2 col2\" >0.356</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row2_col3\" class=\"data row2 col3\" >0.552</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row2_col4\" class=\"data row2 col4\" >0.028</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row2_col5\" class=\"data row2 col5\" >0.004</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row2_col6\" class=\"data row2 col6\" >0.235</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row2_col7\" class=\"data row2 col7\" >0.94</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row2_col8\" class=\"data row2 col8\" >0.1424</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row2_col9\" class=\"data row2 col9\" >0.0552</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row2_col10\" class=\"data row2 col10\" >0.0112</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row2_col11\" class=\"data row2 col11\" >0.0004</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row2_col12\" class=\"data row2 col12\" >0.2092</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820level0_row3\" class=\"row_heading level0 row3\" >13</th>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row3_col0\" class=\"data row3 col0\" >PolyIntersect</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row3_col1\" class=\"data row3 col1\" >normal</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row3_col2\" class=\"data row3 col2\" >0.166</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row3_col3\" class=\"data row3 col3\" >0.11</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row3_col4\" class=\"data row3 col4\" >0.058</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row3_col5\" class=\"data row3 col5\" >0.04</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row3_col6\" class=\"data row3 col6\" >0.0935</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row3_col7\" class=\"data row3 col7\" >0.374</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row3_col8\" class=\"data row3 col8\" >0.0664</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row3_col9\" class=\"data row3 col9\" >0.011</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row3_col10\" class=\"data row3 col10\" >0.0232</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row3_col11\" class=\"data row3 col11\" >0.004</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row3_col12\" class=\"data row3 col12\" >0.1046</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820level0_row4\" class=\"row_heading level0 row4\" >19</th>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row4_col0\" class=\"data row4 col0\" >MCS</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row4_col1\" class=\"data row4 col1\" >biotex_lda_bvlac_ext_2</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row4_col2\" class=\"data row4 col2\" >0.644</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row4_col3\" class=\"data row4 col3\" >0.224</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row4_col4\" class=\"data row4 col4\" >0.304</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row4_col5\" class=\"data row4 col5\" >0.194</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row4_col6\" class=\"data row4 col6\" >0.3415</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row4_col7\" class=\"data row4 col7\" >1.366</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row4_col8\" class=\"data row4 col8\" >0.2576</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row4_col9\" class=\"data row4 col9\" >0.0224</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row4_col10\" class=\"data row4 col10\" >0.1216</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row4_col11\" class=\"data row4 col11\" >0.0194</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row4_col12\" class=\"data row4 col12\" >0.421</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820level0_row5\" class=\"row_heading level0 row5\" >21</th>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row5_col0\" class=\"data row5 col0\" >VertexEdgeOverlap</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row5_col1\" class=\"data row5 col1\" >biotex_lda_bvlac_gen_country</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row5_col2\" class=\"data row5 col2\" >0.63</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row5_col3\" class=\"data row5 col3\" >0.224</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row5_col4\" class=\"data row5 col4\" >0.318</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row5_col5\" class=\"data row5 col5\" >0.192</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row5_col6\" class=\"data row5 col6\" >0.341</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row5_col7\" class=\"data row5 col7\" >1.364</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row5_col8\" class=\"data row5 col8\" >0.252</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row5_col9\" class=\"data row5 col9\" >0.0224</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row5_col10\" class=\"data row5 col10\" >0.1272</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row5_col11\" class=\"data row5 col11\" >0.0192</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row5_col12\" class=\"data row5 col12\" >0.4208</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820level0_row6\" class=\"row_heading level0 row6\" >28</th>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row6_col0\" class=\"data row6 col0\" >DeepWalk</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row6_col1\" class=\"data row6 col1\" >biotex_lda_bvlac_ext_2</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row6_col2\" class=\"data row6 col2\" >0.426</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row6_col3\" class=\"data row6 col3\" >0.4</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row6_col4\" class=\"data row6 col4\" >0.1</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row6_col5\" class=\"data row6 col5\" >0.05</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row6_col6\" class=\"data row6 col6\" >0.244</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row6_col7\" class=\"data row6 col7\" >0.976</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row6_col8\" class=\"data row6 col8\" >0.1704</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row6_col9\" class=\"data row6 col9\" >0.04</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row6_col10\" class=\"data row6 col10\" >0.04</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row6_col11\" class=\"data row6 col11\" >0.005</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row6_col12\" class=\"data row6 col12\" >0.2554</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820level0_row7\" class=\"row_heading level0 row7\" >29</th>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row7_col0\" class=\"data row7 col0\" >MCS</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row7_col1\" class=\"data row7 col1\" >biotex_lda_bvlac_ext_1</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row7_col2\" class=\"data row7 col2\" >0.656</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row7_col3\" class=\"data row7 col3\" >0.226</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row7_col4\" class=\"data row7 col4\" >0.306</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row7_col5\" class=\"data row7 col5\" >0.194</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row7_col6\" class=\"data row7 col6\" >0.3455</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row7_col7\" class=\"data row7 col7\" >1.382</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row7_col8\" class=\"data row7 col8\" >0.2624</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row7_col9\" class=\"data row7 col9\" >0.0226</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row7_col10\" class=\"data row7 col10\" >0.1224</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row7_col11\" class=\"data row7 col11\" >0.0194</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row7_col12\" class=\"data row7 col12\" >0.4268</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820level0_row8\" class=\"row_heading level0 row8\" >30</th>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row8_col0\" class=\"data row8 col0\" >WeisfeleirLehmanKernel</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row8_col1\" class=\"data row8 col1\" >biotex_bvlac</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row8_col2\" class=\"data row8 col2\" >0.41</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row8_col3\" class=\"data row8 col3\" >0.574</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row8_col4\" class=\"data row8 col4\" >0.032</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row8_col5\" class=\"data row8 col5\" >0.004</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row8_col6\" class=\"data row8 col6\" >0.255</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row8_col7\" class=\"data row8 col7\" >1.02</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row8_col8\" class=\"data row8 col8\" >0.164</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row8_col9\" class=\"data row8 col9\" >0.0574</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row8_col10\" class=\"data row8 col10\" >0.0128</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row8_col11\" class=\"data row8 col11\" >0.0004</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row8_col12\" class=\"data row8 col12\" >0.2346</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820level0_row9\" class=\"row_heading level0 row9\" >33</th>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row9_col0\" class=\"data row9 col0\" >Graph2Vec</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row9_col1\" class=\"data row9 col1\" >dev_du_gen_country</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row9_col2\" class=\"data row9 col2\" >0.018</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row9_col3\" class=\"data row9 col3\" >0.026</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row9_col4\" class=\"data row9 col4\" >0.004</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row9_col5\" class=\"data row9 col5\" >0</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row9_col6\" class=\"data row9 col6\" >0.012</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row9_col7\" class=\"data row9 col7\" >0.048</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row9_col8\" class=\"data row9 col8\" >0.0072</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row9_col9\" class=\"data row9 col9\" >0.0026</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row9_col10\" class=\"data row9 col10\" >0.0016</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row9_col11\" class=\"data row9 col11\" >0</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row9_col12\" class=\"data row9 col12\" >0.0114</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820level0_row10\" class=\"row_heading level0 row10\" >36</th>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row10_col0\" class=\"data row10 col0\" >WeisfeleirLehmanKernel</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row10_col1\" class=\"data row10 col1\" >gen_region</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row10_col2\" class=\"data row10 col2\" >0.296</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row10_col3\" class=\"data row10 col3\" >0.532</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row10_col4\" class=\"data row10 col4\" >0.098</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row10_col5\" class=\"data row10 col5\" >0</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row10_col6\" class=\"data row10 col6\" >0.2315</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row10_col7\" class=\"data row10 col7\" >0.926</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row10_col8\" class=\"data row10 col8\" >0.1184</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row10_col9\" class=\"data row10 col9\" >0.0532</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row10_col10\" class=\"data row10 col10\" >0.0392</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row10_col11\" class=\"data row10 col11\" >0</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row10_col12\" class=\"data row10 col12\" >0.2108</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820level0_row11\" class=\"row_heading level0 row11\" >52</th>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row11_col0\" class=\"data row11 col0\" >Graph2Vec</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row11_col1\" class=\"data row11 col1\" >biotex_lda_bvlac</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row11_col2\" class=\"data row11 col2\" >0.022</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row11_col3\" class=\"data row11 col3\" >0.036</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row11_col4\" class=\"data row11 col4\" >0.002</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row11_col5\" class=\"data row11 col5\" >0</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row11_col6\" class=\"data row11 col6\" >0.015</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row11_col7\" class=\"data row11 col7\" >0.06</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row11_col8\" class=\"data row11 col8\" >0.0088</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row11_col9\" class=\"data row11 col9\" >0.0036</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row11_col10\" class=\"data row11 col10\" >0.0008</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row11_col11\" class=\"data row11 col11\" >0</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row11_col12\" class=\"data row11 col12\" >0.0132</td>\n", - " </tr>\n", - " <tr>\n", - " <th id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820level0_row12\" class=\"row_heading level0 row12\" >121</th>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row12_col0\" class=\"data row12 col0\" >Jaccard</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row12_col1\" class=\"data row12 col1\" >biotex_lda_bvlac_ext_2</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row12_col2\" class=\"data row12 col2\" >0.664</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row12_col3\" class=\"data row12 col3\" >0.202</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row12_col4\" class=\"data row12 col4\" >0.316</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row12_col5\" class=\"data row12 col5\" >0.194</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row12_col6\" class=\"data row12 col6\" >0.344</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row12_col7\" class=\"data row12 col7\" >1.376</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row12_col8\" class=\"data row12 col8\" >0.2656</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row12_col9\" class=\"data row12 col9\" >0.0202</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row12_col10\" class=\"data row12 col10\" >0.1264</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row12_col11\" class=\"data row12 col11\" >0.0194</td>\n", - " <td id=\"T_29ccdd64_4af1_11e9_b103_6a0002e84820row12_col12\" class=\"data row12 col12\" >0.4316</td>\n", - " </tr>\n", - " </tbody></table>" - ], - "text/plain": [ - "<pandas.io.formats.style.Styler at 0x13a1746a0>" - ] - }, - "execution_count": 57, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "index,data_pa=pareto_frontier_multi(data[\"c2 c3 c4\".split()].values)\n", - "colorize(data.iloc[index],to_colorize)" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": { - "ExecuteTime": { - "end_time": "2018-09-26T12:55:11.075207Z", - "start_time": "2018-09-26T12:55:11.062618Z" - } - }, - "outputs": [], - "source": [ - "to_plot=[]\n", - "for t in np.sort(np.unique(data.type.values))[::-1]:\n", - " data_t=data[(data[\"type\"]==t)]\n", - " to_plot.append([t,data_t.c1.max(),data_t.c2.max(),data_t.c3.max(),data_t.c4.max()])" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": { - "ExecuteTime": { - "end_time": "2018-09-26T12:55:11.081736Z", - "start_time": "2018-09-26T12:55:11.076971Z" - } - }, - "outputs": [], - "source": [ - "df_plot=pd.DataFrame(to_plot,columns=\"type c1 c2 c3 c4\".split())\n", - "df_plot[\"type\"]=df_plot[\"type\"].astype(\"category\")" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": { - "ExecuteTime": { - "end_time": "2018-09-26T12:55:11.087597Z", - "start_time": "2018-09-26T12:55:11.084299Z" - } - }, - "outputs": [], - "source": [ - "df_plot.rename(columns={\"c1\":\"SSE\",\"c2\":\"CSE\",\"c3\":\"SSC\",\"c4\":\"SCSC\"},inplace=True)" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": { - "ExecuteTime": { - "end_time": "2018-09-26T12:55:11.516059Z", - "start_time": "2018-09-26T12:55:11.090058Z" - } - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/usr/local/lib/python3.6/site-packages/matplotlib/cbook/__init__.py:424: MatplotlibDeprecationWarning: \n", - "Passing one of 'on', 'true', 'off', 'false' as a boolean is deprecated; use an actual boolean (True/False) instead.\n", - " warn_deprecated(\"2.2\", \"Passing one of 'on', 'true', 'off', 'false' as a \"\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "<Figure size 432x288 with 1 Axes>" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "df_plot.plot.line(x=\"type\",legend=True,marker='o',grid=\"on\",linestyle='--',rot=45)#.get_legend().set_bbox_to_anchor((0.7, 0.1))#,linestyle='--')#,grid=\"on\")\n", - "plt.xticks(np.arange(len(df_plot[\"type\"])), df_plot[\"type\"])\n", - "plt.yticks(np.linspace(0.5,1,15))\n", - "plt.ylabel(\"A@P\")\n", - "#plt.title(\"STR transformation effects on each criterion maximum value\")\n", - "plt.savefig(\"MADA_growth_criteria.pdf\")\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 23, - "metadata": { - "ExecuteTime": { - "end_time": "2018-09-26T12:55:11.545585Z", - "start_time": "2018-09-26T12:55:11.518128Z" - } - }, - "outputs": [ - { - "data": { - "text/html": [ - "<div>\n", - "<style scoped>\n", - " .dataframe tbody tr th:only-of-type {\n", - " vertical-align: middle;\n", - " }\n", - "\n", - " .dataframe tbody tr th {\n", - " vertical-align: top;\n", - " }\n", - "\n", - " .dataframe thead th {\n", - " text-align: right;\n", - " }\n", - "</style>\n", - "<table border=\"1\" class=\"dataframe\">\n", - " <thead>\n", - " <tr style=\"text-align: right;\">\n", - " <th></th>\n", - " <th>c1</th>\n", - " <th>c2</th>\n", - " <th>c3</th>\n", - " <th>c4</th>\n", - " <th>mean</th>\n", - " <th>sum</th>\n", - " </tr>\n", - " <tr>\n", - " <th>type</th>\n", - " <th></th>\n", - " <th></th>\n", - " <th></th>\n", - " <th></th>\n", - " <th></th>\n", - " <th></th>\n", - " </tr>\n", - " </thead>\n", - " <tbody>\n", - " <tr>\n", - " <th>extension_1</th>\n", - " <td>0.204</td>\n", - " <td>0.140</td>\n", - " <td>0.060</td>\n", - " <td>0.044</td>\n", - " <td>0.1120</td>\n", - " <td>0.448</td>\n", - " </tr>\n", - " <tr>\n", - " <th>extension_2</th>\n", - " <td>0.206</td>\n", - " <td>0.140</td>\n", - " <td>0.060</td>\n", - " <td>0.044</td>\n", - " <td>0.1125</td>\n", - " <td>0.450</td>\n", - " </tr>\n", - " <tr>\n", - " <th>normal</th>\n", - " <td>0.210</td>\n", - " <td>0.146</td>\n", - " <td>0.058</td>\n", - " <td>0.044</td>\n", - " <td>0.1145</td>\n", - " <td>0.458</td>\n", - " </tr>\n", - " <tr>\n", - " <th>biotex_lda_bvlac</th>\n", - " <td>3.784</td>\n", - " <td>2.050</td>\n", - " <td>1.480</td>\n", - " <td>1.168</td>\n", - " <td>2.1205</td>\n", - " <td>8.482</td>\n", - " </tr>\n", - " <tr>\n", - " <th>dev_du_ext_2</th>\n", - " <td>3.732</td>\n", - " <td>1.974</td>\n", - " <td>1.532</td>\n", - " <td>1.294</td>\n", - " <td>2.1330</td>\n", - " <td>8.532</td>\n", - " </tr>\n", - " <tr>\n", - " <th>str_object</th>\n", - " <td>3.894</td>\n", - " <td>2.104</td>\n", - " <td>1.430</td>\n", - " <td>1.156</td>\n", - " <td>2.1460</td>\n", - " <td>8.584</td>\n", - " </tr>\n", - " <tr>\n", - " <th>inra_ext_2</th>\n", - " <td>3.872</td>\n", - " <td>1.970</td>\n", - " <td>1.518</td>\n", - " <td>1.284</td>\n", - " <td>2.1610</td>\n", - " <td>8.644</td>\n", - " </tr>\n", - " <tr>\n", - " <th>biotex_lda_bvlac_gen_region</th>\n", - " <td>3.838</td>\n", - " <td>2.112</td>\n", - " <td>1.586</td>\n", - " <td>1.258</td>\n", - " <td>2.1985</td>\n", - " <td>8.794</td>\n", - " </tr>\n", - " <tr>\n", - " <th>biotex_lda_bvlac_ext_2</th>\n", - " <td>3.870</td>\n", - " <td>2.112</td>\n", - " <td>1.574</td>\n", - " <td>1.250</td>\n", - " <td>2.2015</td>\n", - " <td>8.806</td>\n", - " </tr>\n", - " <tr>\n", - " <th>dev_du_gen_country</th>\n", - " <td>3.810</td>\n", - " <td>2.204</td>\n", - " <td>1.490</td>\n", - " <td>1.322</td>\n", - " <td>2.2065</td>\n", - " <td>8.826</td>\n", - " </tr>\n", - " <tr>\n", - " <th>biotex_bvlac_gen_country</th>\n", - " <td>3.826</td>\n", - " <td>2.050</td>\n", - " <td>1.578</td>\n", - " <td>1.396</td>\n", - " <td>2.2125</td>\n", - " <td>8.850</td>\n", - " </tr>\n", - " <tr>\n", - " <th>inra_gen_region</th>\n", - " <td>3.910</td>\n", - " <td>2.104</td>\n", - " <td>1.546</td>\n", - " <td>1.296</td>\n", - " <td>2.2140</td>\n", - " <td>8.856</td>\n", - " </tr>\n", - " <tr>\n", - " <th>biotex_lda_bvlac_gen_country</th>\n", - " <td>3.820</td>\n", - " <td>2.166</td>\n", - " <td>1.568</td>\n", - " <td>1.316</td>\n", - " <td>2.2175</td>\n", - " <td>8.870</td>\n", - " </tr>\n", - " <tr>\n", - " <th>dev_du_gen_region</th>\n", - " <td>3.944</td>\n", - " <td>2.212</td>\n", - " <td>1.438</td>\n", - " <td>1.284</td>\n", - " <td>2.2195</td>\n", - " <td>8.878</td>\n", - " </tr>\n", - " <tr>\n", - " <th>biotex_bvlac_ext_1</th>\n", - " <td>3.922</td>\n", - " <td>2.012</td>\n", - " <td>1.630</td>\n", - " <td>1.338</td>\n", - " <td>2.2255</td>\n", - " <td>8.902</td>\n", - " </tr>\n", - " <tr>\n", - " <th>biotex_lda_bvlac_ext_1</th>\n", - " <td>3.960</td>\n", - " <td>2.084</td>\n", - " <td>1.610</td>\n", - " <td>1.302</td>\n", - " <td>2.2390</td>\n", - " <td>8.956</td>\n", - " </tr>\n", - " <tr>\n", - " <th>biotex_bvlac_ext_2</th>\n", - " <td>3.986</td>\n", - " <td>2.002</td>\n", - " <td>1.666</td>\n", - " <td>1.372</td>\n", - " <td>2.2565</td>\n", - " <td>9.026</td>\n", - " </tr>\n", - " <tr>\n", - " <th>biotex_bvlac_gen_region</th>\n", - " <td>3.980</td>\n", - " <td>2.060</td>\n", - " <td>1.678</td>\n", - " <td>1.358</td>\n", - " <td>2.2690</td>\n", - " <td>9.076</td>\n", - " </tr>\n", - " <tr>\n", - " <th>biotex_bvlac</th>\n", - " <td>4.126</td>\n", - " <td>2.134</td>\n", - " <td>1.692</td>\n", - " <td>1.348</td>\n", - " <td>2.3250</td>\n", - " <td>9.300</td>\n", - " </tr>\n", - " <tr>\n", - " <th>inra_gen_country</th>\n", - " <td>4.024</td>\n", - " <td>2.370</td>\n", - " <td>1.534</td>\n", - " <td>1.388</td>\n", - " <td>2.3290</td>\n", - " <td>9.316</td>\n", - " </tr>\n", - " <tr>\n", - " <th>ext_2</th>\n", - " <td>4.376</td>\n", - " <td>2.150</td>\n", - " <td>1.782</td>\n", - " <td>1.550</td>\n", - " <td>2.4645</td>\n", - " <td>9.858</td>\n", - " </tr>\n", - " <tr>\n", - " <th>dev_du</th>\n", - " <td>4.450</td>\n", - " <td>2.138</td>\n", - " <td>1.726</td>\n", - " <td>1.558</td>\n", - " <td>2.4680</td>\n", - " <td>9.872</td>\n", - " </tr>\n", - " <tr>\n", - " <th>gen_region</th>\n", - " <td>4.376</td>\n", - " <td>2.248</td>\n", - " <td>1.762</td>\n", - " <td>1.540</td>\n", - " <td>2.4815</td>\n", - " <td>9.926</td>\n", - " </tr>\n", - " <tr>\n", - " <th>ext_1</th>\n", - " <td>4.474</td>\n", - " <td>2.190</td>\n", - " <td>1.816</td>\n", - " <td>1.546</td>\n", - " <td>2.5065</td>\n", - " <td>10.026</td>\n", - " </tr>\n", - " <tr>\n", - " <th>inra</th>\n", - " <td>4.568</td>\n", - " <td>2.190</td>\n", - " <td>1.830</td>\n", - " <td>1.576</td>\n", - " <td>2.5410</td>\n", - " <td>10.164</td>\n", - " </tr>\n", - " <tr>\n", - " <th>gen_country</th>\n", - " <td>4.622</td>\n", - " <td>2.592</td>\n", - " <td>1.826</td>\n", - " <td>1.686</td>\n", - " <td>2.6815</td>\n", - " <td>10.726</td>\n", - " </tr>\n", - " </tbody>\n", - "</table>\n", - "</div>" - ], - "text/plain": [ - " c1 c2 c3 c4 mean sum\n", - "type \n", - "extension_1 0.204 0.140 0.060 0.044 0.1120 0.448\n", - "extension_2 0.206 0.140 0.060 0.044 0.1125 0.450\n", - "normal 0.210 0.146 0.058 0.044 0.1145 0.458\n", - "biotex_lda_bvlac 3.784 2.050 1.480 1.168 2.1205 8.482\n", - "dev_du_ext_2 3.732 1.974 1.532 1.294 2.1330 8.532\n", - "str_object 3.894 2.104 1.430 1.156 2.1460 8.584\n", - "inra_ext_2 3.872 1.970 1.518 1.284 2.1610 8.644\n", - "biotex_lda_bvlac_gen_region 3.838 2.112 1.586 1.258 2.1985 8.794\n", - "biotex_lda_bvlac_ext_2 3.870 2.112 1.574 1.250 2.2015 8.806\n", - "dev_du_gen_country 3.810 2.204 1.490 1.322 2.2065 8.826\n", - "biotex_bvlac_gen_country 3.826 2.050 1.578 1.396 2.2125 8.850\n", - "inra_gen_region 3.910 2.104 1.546 1.296 2.2140 8.856\n", - "biotex_lda_bvlac_gen_country 3.820 2.166 1.568 1.316 2.2175 8.870\n", - "dev_du_gen_region 3.944 2.212 1.438 1.284 2.2195 8.878\n", - "biotex_bvlac_ext_1 3.922 2.012 1.630 1.338 2.2255 8.902\n", - "biotex_lda_bvlac_ext_1 3.960 2.084 1.610 1.302 2.2390 8.956\n", - "biotex_bvlac_ext_2 3.986 2.002 1.666 1.372 2.2565 9.026\n", - "biotex_bvlac_gen_region 3.980 2.060 1.678 1.358 2.2690 9.076\n", - "biotex_bvlac 4.126 2.134 1.692 1.348 2.3250 9.300\n", - "inra_gen_country 4.024 2.370 1.534 1.388 2.3290 9.316\n", - "ext_2 4.376 2.150 1.782 1.550 2.4645 9.858\n", - "dev_du 4.450 2.138 1.726 1.558 2.4680 9.872\n", - "gen_region 4.376 2.248 1.762 1.540 2.4815 9.926\n", - "ext_1 4.474 2.190 1.816 1.546 2.5065 10.026\n", - "inra 4.568 2.190 1.830 1.576 2.5410 10.164\n", - "gen_country 4.622 2.592 1.826 1.686 2.6815 10.726" - ] - }, - "execution_count": 23, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data.groupby(\"type\",as_index=True).sum().sort_values(\"sum\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.6.5" - }, - "toc": { - "nav_menu": {}, - "number_sections": true, - "sideBar": true, - "skip_h1_title": false, - "toc_cell": false, - "toc_position": {}, - "toc_section_display": "block", - "toc_window_display": false - }, - "varInspector": { - "cols": { - "lenName": 16, - "lenType": 16, - "lenVar": 40 - }, - "kernels_config": { - "python": { - "delete_cmd_postfix": "", - "delete_cmd_prefix": "del ", - "library": "var_list.py", - "varRefreshCmd": "print(var_dic_list())" - }, - "r": { - "delete_cmd_postfix": ") ", - "delete_cmd_prefix": "rm(", - "library": "var_list.r", - "varRefreshCmd": "cat(var_dic_list()) " - } - }, - "types_to_exclude": [ - "module", - "function", - "builtin_function_or_method", - "instance", - "_Feature" - ], - "window_display": false - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/notebooks/Mordecai_disambiguation/.ipynb_checkpoints/Des_Mordecai-checkpoint.ipynb b/notebooks/Mordecai_disambiguation/.ipynb_checkpoints/Des_Mordecai-checkpoint.ipynb deleted file mode 100644 index 71dee11091d93a6b786f04b22e28870c53b16b49..0000000000000000000000000000000000000000 --- a/notebooks/Mordecai_disambiguation/.ipynb_checkpoints/Des_Mordecai-checkpoint.ipynb +++ /dev/null @@ -1,2164 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 27, - "metadata": {}, - "outputs": [], - "source": [ - "import glob\n", - "import numpy as np\n", - "import pandas as pd\n", - "import geopandas as gpd\n", - "import sys,json,re,os\n", - "import gazpy as ga\n", - "from elasticsearch import Elasticsearch\n", - "gd=ga.Geodict(Elasticsearch())" - ] - }, - { - "cell_type": "code", - "execution_count": 77, - "metadata": {}, - "outputs": [], - "source": [ - "fns=glob.glob(\"../data/disambiguation_data/padiweb_disambiguation/*.csv\")\n", - "truth_data={int(re.findall(\"\\d+\",fn)[-1]):pd.read_csv(fn) for fn in fns}" - ] - }, - { - "cell_type": "code", - "execution_count": 78, - "metadata": {}, - "outputs": [], - "source": [ - "fns_mordecai=glob.glob(\"output_mordecai/*.csv\")\n", - "output_data={int(re.findall(\"\\d+\",fn)[-1]):pd.read_csv(fn) for fn in fns_mordecai}" - ] - }, - { - "cell_type": "code", - "execution_count": 23, - "metadata": {}, - "outputs": [], - "source": [ - "def foo(x,index):\n", - " if not \"word\" in output_data[index]:\n", - " return None\n", - " res=output_data[index][output_data[index].word == x]\n", - " if len(res)==0:\n", - " return None\n", - " else:\n", - " return res.iloc[0].id\n", - "\n", - "for k,v in truth_data.items():\n", - " truth_data[k][\"mord_GID\"]=truth_data[k].text.apply(lambda x: foo(x,k))" - ] - }, - { - "cell_type": "code", - "execution_count": 28, - "metadata": {}, - "outputs": [], - "source": [ - "def distance(id_truth,id_sys):\n", - " try:\n", - " p1=gd.get_by_id(id_truth)[0]\n", - " p2=gd.get_by_id(id_sys)[0]\n", - " \n", - " return Point(p1.coord.lon,p1.coord.lat).distance(Point(p2.coord.lon,p2.coord.lat))\n", - " except:\n", - " return np.nan\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "for i in truth_data:\n", - " if len(truth_data[i]) >0:\n", - " truth_data[i][\"distance\"]=truth_data[i].apply(lambda x : distance(x.GID,x.mord_GID) if x.GID and x.mord_GID else np.nan,axis=1)" - ] - }, - { - "cell_type": "code", - "execution_count": 101, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "<div>\n", - "<style scoped>\n", - " .dataframe tbody tr th:only-of-type {\n", - " vertical-align: middle;\n", - " }\n", - "\n", - " .dataframe tbody tr th {\n", - " vertical-align: top;\n", - " }\n", - "\n", - " .dataframe thead th {\n", - " text-align: right;\n", - " }\n", - "</style>\n", - "<table border=\"1\" class=\"dataframe\">\n", - " <thead>\n", - " <tr style=\"text-align: right;\">\n", - " <th></th>\n", - " <th>Unnamed: 0</th>\n", - " <th>text</th>\n", - " <th>GID</th>\n", - " <th>geonamesId</th>\n", - " <th>mord_GID</th>\n", - " <th>distance</th>\n", - " </tr>\n", - " </thead>\n", - " <tbody>\n", - " <tr>\n", - " <th>0</th>\n", - " <td>0</td>\n", - " <td>Rivers State</td>\n", - " <td>GD4106855</td>\n", - " <td>2324433</td>\n", - " <td>None</td>\n", - " <td>NaN</td>\n", - " </tr>\n", - " <tr>\n", - " <th>1</th>\n", - " <td>1</td>\n", - " <td>Kano</td>\n", - " <td>GD4103071</td>\n", - " <td>2335204</td>\n", - " <td>GD4103071</td>\n", - " <td>0.000000</td>\n", - " </tr>\n", - " <tr>\n", - " <th>2</th>\n", - " <td>2</td>\n", - " <td>Kano</td>\n", - " <td>GD4103071</td>\n", - " <td>2335204</td>\n", - " <td>GD4103071</td>\n", - " <td>0.000000</td>\n", - " </tr>\n", - " <tr>\n", - " <th>3</th>\n", - " <td>3</td>\n", - " <td>Lagos</td>\n", - " <td>GD4468122</td>\n", - " <td>2332459</td>\n", - " <td>GD1683276</td>\n", - " <td>0.374537</td>\n", - " </tr>\n", - " <tr>\n", - " <th>4</th>\n", - " <td>4</td>\n", - " <td>Lagos</td>\n", - " <td>GD4468122</td>\n", - " <td>2332459</td>\n", - " <td>GD1683276</td>\n", - " <td>0.374537</td>\n", - " </tr>\n", - " <tr>\n", - " <th>5</th>\n", - " <td>5</td>\n", - " <td>Port Harcourt</td>\n", - " <td>GD791183</td>\n", - " <td>2324774</td>\n", - " <td>GD791183</td>\n", - " <td>0.000000</td>\n", - " </tr>\n", - " </tbody>\n", - "</table>\n", - "</div>" - ], - "text/plain": [ - " Unnamed: 0 text GID geonamesId mord_GID distance\n", - "0 0 Rivers State GD4106855 2324433 None NaN\n", - "1 1 Kano GD4103071 2335204 GD4103071 0.000000\n", - "2 2 Kano GD4103071 2335204 GD4103071 0.000000\n", - "3 3 Lagos GD4468122 2332459 GD1683276 0.374537\n", - "4 4 Lagos GD4468122 2332459 GD1683276 0.374537\n", - "5 5 Port Harcourt GD791183 2324774 GD791183 0.000000" - ] - }, - "execution_count": 101, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "truth_data[0]" - ] - }, - { - "cell_type": "code", - "execution_count": 106, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Average Accuracy 0.6071508963239575\n" - ] - } - ], - "source": [ - "res_mean=[]\n", - "for k in truth_data:\n", - " res_mean.append((truth_data[k].GID== truth_data[k].mord_GID).mean())\n", - " avg_acc=np.nanmean(res_mean)\n", - "print(\"Average Accuracy\",avg_acc)" - ] - }, - { - "cell_type": "code", - "execution_count": 103, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Average Accuracy@0.5 0.6653162445007602\n" - ] - } - ], - "source": [ - "res_mean=[]\n", - "for k in truth_data:\n", - " if 'distance' in truth_data[k]:\n", - " res_mean.append((truth_data[k].distance <0.5).mean())\n", - "avg_acc=np.nanmean(res_mean)\n", - "print(\"Average Accuracy@0.5\",avg_acc)" - ] - }, - { - "cell_type": "code", - "execution_count": 105, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Average Accuracy@1 0.6729680880727812\n" - ] - } - ], - "source": [ - "res_mean=[]\n", - "for k in truth_data:\n", - " if 'distance' in truth_data[k]:\n", - " res_mean.append((truth_data[k].distance <1).mean())\n", - "avg_acc=np.nanmean(res_mean)\n", - "print(\"Average Accuracy@1\",avg_acc)" - ] - }, - { - "cell_type": "code", - "execution_count": 98, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Average Error Dist 1.1592281520768513\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/usr/local/lib/python3.6/site-packages/ipykernel_launcher.py:4: RuntimeWarning: Mean of empty slice\n", - " after removing the cwd from sys.path.\n" - ] - } - ], - "source": [ - "res_mean=[]\n", - "for k in truth_data:\n", - " if len(truth_data[k]) > 0:\n", - " res_mean.append(np.nanmean(truth_data[k][\"distance\"]))\n", - " else:\n", - " pass\n", - "print(\"Average Error Dist\",np.nanmean(res_mean))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# AgroMada\n", - "\n", - "Disambiguation Test" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "fns=glob.glob(\"../data/disambiguation_data/mada_disambiguisation/*.csv\")\n", - "truth_data={int(re.findall(\"\\d+\",fn)[-1]):pd.read_csv(fn) for fn in fns}\n", - "\n", - "fns_mordecai=glob.glob(\"csv_agromada_mordecai copie/*.csv\")\n", - "output_data={int(re.findall(\"\\d+\",fn)[-1]):pd.read_csv(fn) for fn in fns_mordecai}" - ] - }, - { - "cell_type": "code", - "execution_count": 41, - "metadata": {}, - "outputs": [], - "source": [ - "def foo(x,index):\n", - " if not \"word\" in output_data[index]:\n", - " return None\n", - " res=output_data[index][output_data[index].word == x]\n", - " if len(res)==0:\n", - " return None\n", - " else:\n", - " return res.iloc[0].id\n", - "todel=[]\n", - "for k,v in truth_data.items():\n", - " if k in output_data:\n", - " truth_data[k][\"mord_GID\"]=truth_data[k].text.apply(lambda x: foo(x,k))\n", - " truth_data[k]=truth_data[k][truth_data[k].GID != \"O\"]\n", - " else:\n", - " todel.append(k)\n", - "for k in todel:\n", - " del truth_data[k]" - ] - }, - { - "cell_type": "code", - "execution_count": 42, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Average Accuracy 0.12880052528314595\n" - ] - } - ], - "source": [ - "res_mean=[]\n", - "for k in truth_data:\n", - " res_mean.append((truth_data[k].GID== truth_data[k].mord_GID).mean())\n", - " avg_acc=np.nanmean(res_mean)\n", - "print(\"Average Accuracy\",avg_acc)" - ] - }, - { - "cell_type": "code", - "execution_count": 43, - "metadata": {}, - "outputs": [ - { - "ename": "IndexError", - "evalue": "('list index out of range', 'occurred at index 176')", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mIndexError\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m<ipython-input-43-f262647e2d13>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mi\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mtruth_data\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 2\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtruth_data\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mi\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m>\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 3\u001b[0;31m \u001b[0mtruth_data\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mi\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m\"distance\"\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtruth_data\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mi\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mapply\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;32mlambda\u001b[0m \u001b[0mx\u001b[0m \u001b[0;34m:\u001b[0m \u001b[0mdistance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mx\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mGID\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mx\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmord_GID\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mx\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mGID\u001b[0m \u001b[0;32mand\u001b[0m \u001b[0mx\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmord_GID\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mnan\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0maxis\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", - "\u001b[0;32m/usr/local/lib/python3.6/site-packages/pandas/core/frame.py\u001b[0m in \u001b[0;36mapply\u001b[0;34m(self, func, axis, broadcast, raw, reduce, args, **kwds)\u001b[0m\n\u001b[1;32m 4875\u001b[0m \u001b[0mf\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0maxis\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 4876\u001b[0m \u001b[0mreduce\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mreduce\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 4877\u001b[0;31m ignore_failures=ignore_failures)\n\u001b[0m\u001b[1;32m 4878\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 4879\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_apply_broadcast\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mf\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0maxis\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m/usr/local/lib/python3.6/site-packages/pandas/core/frame.py\u001b[0m in \u001b[0;36m_apply_standard\u001b[0;34m(self, func, axis, ignore_failures, reduce)\u001b[0m\n\u001b[1;32m 4971\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 4972\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mi\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mv\u001b[0m \u001b[0;32min\u001b[0m \u001b[0menumerate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mseries_gen\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 4973\u001b[0;31m \u001b[0mresults\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mi\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mv\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 4974\u001b[0m \u001b[0mkeys\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mappend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mv\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 4975\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mException\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0me\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m<ipython-input-43-f262647e2d13>\u001b[0m in \u001b[0;36m<lambda>\u001b[0;34m(x)\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mi\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mtruth_data\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 2\u001b[0m \u001b[0;32mif\u001b[0m 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\u001b[0mx\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mGID\u001b[0m \u001b[0;32mand\u001b[0m \u001b[0mx\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmord_GID\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mnan\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0maxis\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", - "\u001b[0;32m<ipython-input-28-bdeb4bfe3f3a>\u001b[0m in \u001b[0;36mdistance\u001b[0;34m(id_truth, id_sys)\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mdistance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mid_truth\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mid_sys\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0mp1\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mgd\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_by_id\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mid_truth\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 3\u001b[0m \u001b[0mp2\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mgd\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_by_id\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mid_sys\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 4\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 5\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mPoint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mp1\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcoord\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mlon\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mp1\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcoord\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mlat\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdistance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mPoint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mp2\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcoord\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mlon\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mp2\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcoord\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mlat\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;31mIndexError\u001b[0m: ('list index out of range', 'occurred at index 176')" - ] - } - ], - "source": [ - "for i in truth_data:\n", - " if len(truth_data[i]) >0:\n", - " truth_data[i][\"distance\"]=truth_data[i].apply(lambda x : distance(x.GID,x.mord_GID) if x.GID and x.mord_GID else np.nan,axis=1)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "res_mean=[]\n", - "for k in truth_data:\n", - " if 'distance' in truth_data[k]:\n", - " res_mean.append((truth_data[k].distance <0.5).mean())\n", - "avg_acc=np.nanmean(res_mean)\n", - "print(\"Average Accuracy@0.5\",avg_acc)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "res_mean=[]\n", - "for k in truth_data:\n", - " if 'distance' in truth_data[k]:\n", - " res_mean.append((truth_data[k].distance <1).mean())\n", - "avg_acc=np.nanmean(res_mean)\n", - "print(\"Average Accuracy@1\",avg_acc)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "res_mean=[]\n", - "for k in truth_data:\n", - " if len(truth_data[k]) > 0:\n", - " res_mean.append(np.nanmean(truth_data[k][\"distance\"]))\n", - " else:\n", - " pass\n", - "print(\"Average Error Dist\",np.nanmean(res_mean))" - ] - }, - { - "cell_type": "code", - "execution_count": 39, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "<div>\n", - "<style scoped>\n", - " .dataframe tbody tr th:only-of-type {\n", - " vertical-align: middle;\n", - " }\n", - "\n", - " .dataframe tbody tr th {\n", - " vertical-align: top;\n", - " }\n", - "\n", - " .dataframe thead th {\n", - " text-align: right;\n", - " }\n", - "</style>\n", - "<table border=\"1\" class=\"dataframe\">\n", - " <thead>\n", - " <tr style=\"text-align: right;\">\n", - " <th></th>\n", - " <th>Unnamed: 0</th>\n", - " <th>Unnamed: 0.1</th>\n", - " <th>Unnamed: 0.1.1</th>\n", - " <th>Unnamed: 0.1.1.1</th>\n", - " <th>diff2</th>\n", - " <th>text</th>\n", - " <th>pos_</th>\n", - " <th>ent_type_</th>\n", - " <th>GID</th>\n", - " <th>mord_GID</th>\n", - " <th>distance</th>\n", - " </tr>\n", - " </thead>\n", - " <tbody>\n", - " <tr>\n", - " <th>0</th>\n", - " <td>0</td>\n", - " <td>0</td>\n", - " <td>0</td>\n", - " <td>0</td>\n", - " <td>0</td>\n", - " <td>Paris XII</td>\n", - " <td>PROPN</td>\n", - " <td>LOC</td>\n", - " <td>GD1375537</td>\n", - " <td>None</td>\n", - " <td>NaN</td>\n", - " </tr>\n", - " <tr>\n", - " <th>1</th>\n", - " <td>1</td>\n", - " <td>1</td>\n", - " <td>1</td>\n", - " <td>1</td>\n", - " <td>1</td>\n", - " <td>Lac Alaotra</td>\n", - " <td>PROPN</td>\n", - " <td>LOC</td>\n", - " <td>GD861398</td>\n", - " <td>None</td>\n", - " <td>NaN</td>\n", - " </tr>\n", - " <tr>\n", - " <th>5</th>\n", - " <td>5</td>\n", - " <td>5</td>\n", - " <td>5</td>\n", - " <td>5</td>\n", - " <td>5</td>\n", - " <td>LAC ALAOTRA</td>\n", - " <td>PROPN</td>\n", - " <td>LOC</td>\n", - " <td>GD861398</td>\n", - " <td>None</td>\n", - " <td>NaN</td>\n", - " </tr>\n", - " <tr>\n", - " <th>7</th>\n", - " <td>7</td>\n", - " <td>7</td>\n", - " <td>7</td>\n", - " <td>7</td>\n", - " <td>7</td>\n", - " <td>Ambatondrazaka</td>\n", - " <td>PROPN</td>\n", - " <td>LOC</td>\n", - " <td>GD3353681</td>\n", - " <td>None</td>\n", - " <td>NaN</td>\n", - " </tr>\n", - " <tr>\n", - " <th>9</th>\n", - " <td>9</td>\n", - " <td>9</td>\n", - " <td>9</td>\n", - " <td>9</td>\n", - " <td>9</td>\n", - " <td>vallée Marianina</td>\n", - " <td>PROPN</td>\n", - " <td>LOC</td>\n", - " <td>GD10785054</td>\n", - " <td>None</td>\n", - " <td>NaN</td>\n", - " </tr>\n", - " <tr>\n", - " <th>10</th>\n", - " <td>10</td>\n", - " <td>10</td>\n", - " <td>10</td>\n", - " <td>10</td>\n", - " <td>10</td>\n", - " <td>Ambatondrazaka</td>\n", - " <td>PROPN</td>\n", - " <td>LOC</td>\n", - " <td>GD3353681</td>\n", - " <td>None</td>\n", - " <td>NaN</td>\n", - " </tr>\n", - " <tr>\n", - " <th>13</th>\n", - " <td>13</td>\n", - " <td>13</td>\n", - " <td>13</td>\n", - " <td>13</td>\n", - " <td>13</td>\n", - " <td>Rhone</td>\n", - " <td>NOUN</td>\n", - " <td>LOC</td>\n", - " <td>GD5199827</td>\n", - " <td>None</td>\n", - " <td>NaN</td>\n", - " </tr>\n", - " <tr>\n", - " <th>14</th>\n", - " <td>14</td>\n", - " <td>14</td>\n", - " <td>14</td>\n", - " <td>14</td>\n", - " <td>14</td>\n", - " <td>Languedoc</td>\n", - " <td>PROPN</td>\n", - " <td>LOC</td>\n", - " <td>GD2098343</td>\n", - " <td>None</td>\n", - " <td>NaN</td>\n", - " </tr>\n", - " <tr>\n", - " <th>16</th>\n", - " <td>16</td>\n", - " <td>16</td>\n", - " <td>16</td>\n", - " <td>16</td>\n", - " <td>16</td>\n", - " <td>lac Alaotra</td>\n", - " <td>PROPN</td>\n", - " <td>LOC</td>\n", - " <td>GD861398</td>\n", - " <td>None</td>\n", - " <td>NaN</td>\n", - " </tr>\n", - " <tr>\n", - " <th>17</th>\n", - " <td>17</td>\n", - " <td>17</td>\n", - " <td>17</td>\n", - " <td>17</td>\n", - " <td>17</td>\n", - " <td>Madagascar</td>\n", - " <td>PROPN</td>\n", - " <td>LOC</td>\n", - " <td>GD3404996</td>\n", - " <td>GD3404996</td>\n", - " <td>NaN</td>\n", - " </tr>\n", - " <tr>\n", - " <th>20</th>\n", - " <td>20</td>\n", - " <td>20</td>\n", - " 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<th>22</th>\n", - " <td>22</td>\n", - " <td>0.999811</td>\n", - " <td>MDG</td>\n", - " <td>{'admin1': 'NA', 'lat': -20.0, 'lon': 47.0, 'c...</td>\n", - " <td>GD3404996</td>\n", - " <td>[{'start': 508, 'end': 518}]</td>\n", - " <td>Madagascar</td>\n", - " </tr>\n", - " <tr>\n", - " <th>23</th>\n", - " <td>23</td>\n", - " <td>0.833024</td>\n", - " <td>MEX</td>\n", - " <td>{'admin1': 'Sinaloa', 'lat': 22.5325, 'lon': -...</td>\n", - " <td>GD6131262</td>\n", - " <td>[{'start': 561, 'end': 563}]</td>\n", - " <td>La</td>\n", - " </tr>\n", - " <tr>\n", - " <th>24</th>\n", - " <td>24</td>\n", - " <td>0.649737</td>\n", - " <td>FRA</td>\n", - " <td>{'admin1': 'Hauts-de-France', 'lat': 50.64603,...</td>\n", - " <td>GD14598796</td>\n", - " <td>[{'start': 135, 'end': 141}]</td>\n", - " <td>la(les</td>\n", - " </tr>\n", - " <tr>\n", - " <th>25</th>\n", - " <td>25</td>\n", - " <td>0.999811</td>\n", - " <td>MDG</td>\n", - " <td>{'admin1': 'NA', 'lat': -20.0, 'lon': 47.0, 'c...</td>\n", - " <td>GD3404996</td>\n", - " <td>[{'start': 578, 'end': 588}]</td>\n", - " <td>Madagascar</td>\n", - " </tr>\n", - " <tr>\n", - " <th>26</th>\n", - " <td>26</td>\n", - " <td>0.833024</td>\n", - " <td>MEX</td>\n", - " <td>{'admin1': 'Sinaloa', 'lat': 22.5325, 'lon': -...</td>\n", - " <td>GD6131262</td>\n", - " <td>[{'start': 125, 'end': 127}]</td>\n", - " <td>La</td>\n", - " </tr>\n", - " <tr>\n", - " <th>27</th>\n", - " <td>27</td>\n", - " <td>0.833024</td>\n", - " <td>MEX</td>\n", - " <td>{'admin1': 'Sinaloa', 'lat': 22.5325, 'lon': -...</td>\n", - " <td>GD6131262</td>\n", - " <td>[{'start': 0, 'end': 2}]</td>\n", - " <td>La</td>\n", - " </tr>\n", - " <tr>\n", - " <th>28</th>\n", - " <td>28</td>\n", - " <td>0.833024</td>\n", - " <td>MEX</td>\n", - " <td>{'admin1': 'Sinaloa', 'lat': 22.5325, 'lon': -...</td>\n", - " <td>GD6131262</td>\n", - " <td>[{'start': 3, 'end': 5}]</td>\n", - " <td>La</td>\n", - " </tr>\n", - " <tr>\n", - " <th>29</th>\n", - " <td>29</td>\n", - " <td>0.999811</td>\n", - " <td>MDG</td>\n", - " <td>{'admin1': 'NA', 'lat': -20.0, 'lon': 47.0, 'c...</td>\n", - " <td>GD3404996</td>\n", - " <td>[{'start': 35, 'end': 45}]</td>\n", - " <td>Madagascar</td>\n", - " </tr>\n", - " <tr>\n", - " <th>30</th>\n", - " <td>30</td>\n", - " <td>0.978496</td>\n", - " <td>SLV</td>\n", - " <td>{'admin1': 'NA', 'lat': 13.83333, 'lon': -88.9...</td>\n", - " <td>GD5135231</td>\n", - " <td>[{'start': 31, 'end': 42}]</td>\n", - " <td>el Salvador</td>\n", - " </tr>\n", - " <tr>\n", - " <th>31</th>\n", - " <td>31</td>\n", - " <td>0.988199</td>\n", - " <td>TUN</td>\n", - " <td>{'admin1': 'NA', 'lat': 34.0, 'lon': 9.0, 'cou...</td>\n", - " <td>GD3937771</td>\n", - " <td>[{'start': 41, 'end': 48}]</td>\n", - " <td>Tunisie</td>\n", - " </tr>\n", - " <tr>\n", - " <th>32</th>\n", - " <td>32</td>\n", - " <td>0.999811</td>\n", - " <td>MDG</td>\n", - " <td>{'admin1': 'NA', 'lat': -20.0, 'lon': 47.0, 'c...</td>\n", - " <td>GD3404996</td>\n", - " <td>[{'start': 102, 'end': 112}]</td>\n", - " <td>Madagascar</td>\n", - " </tr>\n", - " <tr>\n", - " <th>33</th>\n", - " <td>33</td>\n", - " <td>0.999811</td>\n", - " <td>MDG</td>\n", - " <td>{'admin1': 'NA', 'lat': -20.0, 'lon': 47.0, 'c...</td>\n", - " <td>GD3404996</td>\n", - " <td>[{'start': 0, 'end': 10}]</td>\n", - " <td>Madagascar</td>\n", - " </tr>\n", - " <tr>\n", - " <th>34</th>\n", - " <td>34</td>\n", - " <td>0.999811</td>\n", - " <td>MDG</td>\n", - " <td>{'admin1': 'NA', 'lat': -20.0, 'lon': 47.0, 'c...</td>\n", - " <td>GD3404996</td>\n", - " <td>[{'start': 20, 'end': 30}]</td>\n", - " <td>Madagascar</td>\n", - " </tr>\n", - " <tr>\n", - " <th>35</th>\n", - " <td>35</td>\n", - " <td>0.999931</td>\n", - " <td>MDG</td>\n", - " <td>{'admin1': 'NA', 'lat': -20.0, 'lon': 47.0, 'c...</td>\n", - " <td>GD3404996</td>\n", - " <td>[{'start': 92, 'end': 102}]</td>\n", - " <td>Madagascar</td>\n", - " </tr>\n", - " <tr>\n", - " <th>36</th>\n", - " <td>36</td>\n", - " <td>0.999931</td>\n", - " <td>MDG</td>\n", - " <td>{'admin1': 'NA', 'lat': -20.0, 'lon': 47.0, 'c...</td>\n", - " <td>GD3404996</td>\n", - " <td>[{'start': 272, 'end': 282}]</td>\n", - " <td>Madagascar</td>\n", - " </tr>\n", - " <tr>\n", - " <th>37</th>\n", - " <td>37</td>\n", - " <td>0.999811</td>\n", - " <td>MDG</td>\n", - " <td>{'admin1': 'NA', 'lat': -20.0, 'lon': 47.0, 'c...</td>\n", - " <td>GD3404996</td>\n", - " <td>[{'start': 61, 'end': 71}]</td>\n", - " <td>Madagascar</td>\n", - " </tr>\n", - " <tr>\n", - " <th>38</th>\n", - " <td>38</td>\n", - " <td>0.999811</td>\n", - " <td>FRA</td>\n", - " <td>{'admin1': 'NA', 'lat': 46.0, 'lon': 2.0, 'cou...</td>\n", - " <td>GD3117352</td>\n", - " <td>[{'start': 50, 'end': 56}]</td>\n", - " <td>France</td>\n", - " </tr>\n", - " <tr>\n", - " <th>39</th>\n", - " <td>39</td>\n", - " <td>0.833024</td>\n", - " <td>MEX</td>\n", - " <td>{'admin1': 'Sinaloa', 'lat': 22.5325, 'lon': -...</td>\n", - " <td>GD6131262</td>\n", - " <td>[{'start': 225, 'end': 227}]</td>\n", - " <td>La</td>\n", - " </tr>\n", - " <tr>\n", - " <th>40</th>\n", - " <td>40</td>\n", - " <td>0.999931</td>\n", - " <td>MDG</td>\n", - " <td>{'admin1': 'NA', 'lat': -20.0, 'lon': 47.0, 'c...</td>\n", - " <td>GD3404996</td>\n", - " <td>[{'start': 95, 'end': 105}]</td>\n", - " <td>Madagascar</td>\n", - " </tr>\n", - " <tr>\n", - " <th>41</th>\n", - " <td>41</td>\n", - " <td>0.999931</td>\n", - " <td>MDG</td>\n", - " <td>{'admin1': 'NA', 'lat': -20.0, 'lon': 47.0, 'c...</td>\n", - " <td>GD3404996</td>\n", - " <td>[{'start': 165, 'end': 175}]</td>\n", - " <td>Madagascar</td>\n", - " </tr>\n", - " </tbody>\n", - "</table>\n", - "</div>" - ], - "text/plain": [ - " Unnamed: 0 country_conf country_predicted \\\n", - "0 0 0.999811 MDG \n", - "1 1 0.999811 MDG \n", - "2 2 0.833024 MEX \n", - "3 3 0.833024 MEX \n", - "4 4 0.649737 MAR \n", - "5 5 0.999811 MDG \n", - "6 6 0.742187 MEX \n", - "7 7 0.999811 MDG \n", - "8 8 0.999811 MDG \n", - "9 9 0.999931 MDG \n", - "10 10 0.999931 MDG \n", - "11 11 0.999811 MDG \n", - "12 12 0.833024 MEX \n", - "13 13 0.833024 MEX \n", - "14 14 0.999931 MDG \n", - "15 15 0.999931 MDG \n", - "16 16 0.833024 MEX \n", - "17 17 0.833024 USA \n", - "18 18 0.833024 MEX \n", - "19 19 0.937507 CYP \n", - "20 20 0.833024 MEX \n", - "21 21 0.833024 MEX \n", - "22 22 0.999811 MDG \n", - "23 23 0.833024 MEX \n", - "24 24 0.649737 FRA \n", - "25 25 0.999811 MDG \n", - "26 26 0.833024 MEX \n", - "27 27 0.833024 MEX \n", - "28 28 0.833024 MEX \n", - "29 29 0.999811 MDG \n", - "30 30 0.978496 SLV \n", - "31 31 0.988199 TUN \n", - "32 32 0.999811 MDG \n", - "33 33 0.999811 MDG \n", - "34 34 0.999811 MDG \n", - "35 35 0.999931 MDG \n", - "36 36 0.999931 MDG \n", - "37 37 0.999811 MDG \n", - "38 38 0.999811 FRA \n", - "39 39 0.833024 MEX \n", - "40 40 0.999931 MDG \n", - "41 41 0.999931 MDG \n", - "\n", - " geo id \\\n", - "0 {'admin1': 'NA', 'lat': -20.0, 'lon': 47.0, 'c... GD3404996 \n", - "1 {'admin1': 'NA', 'lat': -20.0, 'lon': 47.0, 'c... GD3404996 \n", - "2 {'admin1': 'Sinaloa', 'lat': 22.5325, 'lon': -... GD6131262 \n", - "3 {'admin1': 'Sinaloa', 'lat': 22.5325, 'lon': -... GD6131262 \n", - "4 {'admin1': 'NA', 'lat': 34.76885, 'lon': -6.15... GD12002007 \n", - "5 {'admin1': 'NA', 'lat': -20.0, 'lon': 47.0, 'c... GD3404996 \n", - "6 {'admin1': 'Sinaloa', 'lat': 22.5325, 'lon': -... GD6131262 \n", - "7 {'admin1': 'NA', 'lat': -20.0, 'lon': 47.0, 'c... GD3404996 \n", - "8 {'admin1': 'NA', 'lat': -20.0, 'lon': 47.0, 'c... GD3404996 \n", - "9 {'admin1': 'NA', 'lat': -20.0, 'lon': 47.0, 'c... GD3404996 \n", - "10 {'admin1': 'NA', 'lat': -20.0, 'lon': 47.0, 'c... GD3404996 \n", - "11 {'admin1': 'NA', 'lat': -20.0, 'lon': 47.0, 'c... GD3404996 \n", - "12 {'admin1': 'Sinaloa', 'lat': 22.5325, 'lon': -... GD6131262 \n", - "13 {'admin1': 'Sinaloa', 'lat': 22.5325, 'lon': -... GD6131262 \n", - "14 {'admin1': 'NA', 'lat': -20.0, 'lon': 47.0, 'c... GD3404996 \n", - "15 {'admin1': 'NA', 'lat': -20.0, 'lon': 47.0, 'c... GD3404996 \n", - "16 {'admin1': 'Sinaloa', 'lat': 22.5325, 'lon': -... GD6131262 \n", - "17 {'admin1': 'North Carolina', 'lat': 35.22709, ... GD2891542 \n", - "18 {'admin1': 'Sinaloa', 'lat': 22.5325, 'lon': -... GD6131262 \n", - "19 {'admin1': 'Larnaka', 'lat': 34.93215, 'lon': ... GD8948468 \n", - "20 {'admin1': 'Sinaloa', 'lat': 22.5325, 'lon': -... GD6131262 \n", - "21 {'admin1': 'Sinaloa', 'lat': 22.5325, 'lon': -... GD6131262 \n", - "22 {'admin1': 'NA', 'lat': -20.0, 'lon': 47.0, 'c... GD3404996 \n", - "23 {'admin1': 'Sinaloa', 'lat': 22.5325, 'lon': -... GD6131262 \n", - "24 {'admin1': 'Hauts-de-France', 'lat': 50.64603,... GD14598796 \n", - "25 {'admin1': 'NA', 'lat': -20.0, 'lon': 47.0, 'c... GD3404996 \n", - "26 {'admin1': 'Sinaloa', 'lat': 22.5325, 'lon': -... GD6131262 \n", - "27 {'admin1': 'Sinaloa', 'lat': 22.5325, 'lon': -... GD6131262 \n", - "28 {'admin1': 'Sinaloa', 'lat': 22.5325, 'lon': -... GD6131262 \n", - "29 {'admin1': 'NA', 'lat': -20.0, 'lon': 47.0, 'c... GD3404996 \n", - "30 {'admin1': 'NA', 'lat': 13.83333, 'lon': -88.9... GD5135231 \n", - "31 {'admin1': 'NA', 'lat': 34.0, 'lon': 9.0, 'cou... GD3937771 \n", - "32 {'admin1': 'NA', 'lat': -20.0, 'lon': 47.0, 'c... GD3404996 \n", - "33 {'admin1': 'NA', 'lat': -20.0, 'lon': 47.0, 'c... GD3404996 \n", - "34 {'admin1': 'NA', 'lat': -20.0, 'lon': 47.0, 'c... GD3404996 \n", - "35 {'admin1': 'NA', 'lat': -20.0, 'lon': 47.0, 'c... GD3404996 \n", - "36 {'admin1': 'NA', 'lat': -20.0, 'lon': 47.0, 'c... GD3404996 \n", - "37 {'admin1': 'NA', 'lat': -20.0, 'lon': 47.0, 'c... GD3404996 \n", - "38 {'admin1': 'NA', 'lat': 46.0, 'lon': 2.0, 'cou... GD3117352 \n", - "39 {'admin1': 'Sinaloa', 'lat': 22.5325, 'lon': -... GD6131262 \n", - "40 {'admin1': 'NA', 'lat': -20.0, 'lon': 47.0, 'c... GD3404996 \n", - "41 {'admin1': 'NA', 'lat': -20.0, 'lon': 47.0, 'c... GD3404996 \n", - "\n", - " spans word \n", - "0 [{'start': 41, 'end': 51}] Madagascar \n", - "1 [{'start': 32, 'end': 42}] Madagascar \n", - "2 [{'start': 149, 'end': 151}] La \n", - "3 [{'start': 296, 'end': 298}] La \n", - "4 [{'start': 0, 'end': 6}] Annexe \n", - "5 [{'start': 90, 'end': 100}] Madagascar \n", - "6 [{'start': 17, 'end': 19}] La \n", - "7 [{'start': 46, 'end': 56}] Madagascar \n", - "8 [{'start': 192, 'end': 202}] Madagascar \n", - "9 [{'start': 32, 'end': 42}] Madagascar \n", - "10 [{'start': 88, 'end': 98}] Madagascar \n", - "11 [{'start': 168, 'end': 178}] Madagascar \n", - "12 [{'start': 0, 'end': 2}] La \n", - "13 [{'start': 421, 'end': 423}] La \n", - "14 [{'start': 694, 'end': 704}] Madagascar \n", - "15 [{'start': 913, 'end': 923}] Madagascar \n", - "16 [{'start': 0, 'end': 2}] La \n", - "17 [{'start': 166, 'end': 183}] Le recours aux \\n \n", - "18 [{'start': 0, 'end': 2}] La \n", - "19 [{'start': 135, 'end': 144}] Bracharia \n", - "20 [{'start': 272, 'end': 274}] La \n", - "21 [{'start': 3, 'end': 5}] La \n", - "22 [{'start': 508, 'end': 518}] Madagascar \n", - "23 [{'start': 561, 'end': 563}] La \n", - "24 [{'start': 135, 'end': 141}] la(les \n", - "25 [{'start': 578, 'end': 588}] Madagascar \n", - "26 [{'start': 125, 'end': 127}] La \n", - "27 [{'start': 0, 'end': 2}] La \n", - "28 [{'start': 3, 'end': 5}] La \n", - "29 [{'start': 35, 'end': 45}] Madagascar \n", - "30 [{'start': 31, 'end': 42}] el Salvador \n", - "31 [{'start': 41, 'end': 48}] Tunisie \n", - "32 [{'start': 102, 'end': 112}] Madagascar \n", - "33 [{'start': 0, 'end': 10}] Madagascar \n", - "34 [{'start': 20, 'end': 30}] Madagascar \n", - "35 [{'start': 92, 'end': 102}] Madagascar \n", - "36 [{'start': 272, 'end': 282}] Madagascar \n", - "37 [{'start': 61, 'end': 71}] Madagascar \n", - "38 [{'start': 50, 'end': 56}] France \n", - "39 [{'start': 225, 'end': 227}] La \n", - "40 [{'start': 95, 'end': 105}] Madagascar \n", - "41 [{'start': 165, 'end': 175}] Madagascar " - ] - }, - "execution_count": 40, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "output_data[1962]" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.6.5" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/requirements.txt b/requirements.txt index 56520427730302f766194a32000db93ea14fa3d9..76210bc567b087e190cf199f1e094774f59b2eea 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,3 +1,6 @@ +python-louvain +tqdm +matplotlib geopandas pandas nltk diff --git a/strpython/models/transformation/transform.py b/strpython/models/transformation/transform.py index 607a4114eceb8a818ce6f13a44ff7520114831bb..bda89a1c533c2e8ed475efd44f3e602a22ae1d59 100644 --- a/strpython/models/transformation/transform.py +++ b/strpython/models/transformation/transform.py @@ -195,13 +195,13 @@ class Expansion(Transformation): return [] def select_es(self, graph): - es = np.array(list(graph.nodes)) + es = np.array(list(graph.nodes())) score = [-1 for i in range(len(es))] for e in range(len(es)): data = gazetteer.get_by_id(es[e]) - if data: + if len(data) >0: score[e] = float(data[0].score) - return np.median(score), es[score < np.median(score)] + return np.median(score), es[score < np.median(score)].tolist() def transform(self, str_: STR, **kwargs): type_ = "adjacency" @@ -216,10 +216,16 @@ class Expansion(Transformation): graph = str_.graph median, selected_se = self.select_es(graph) data_se, scores_ = {}, [] - for node in selected_se: + for node in list(selected_se): d_=gazetteer.get_by_id(node) - if d_: data_se[node] = d_[0] - scores_.append(data_se[node].score) + if len(d_) >0: + data_se[node] = d_[0] + if "score" in data_se[node] : + scores_.append(data_se[node].score) + else: + scores_.append(-1) + else: + selected_se.remove(node) new_nodes = [] labels = [] diff --git a/strpython/pipeline.py b/strpython/pipeline.py index a54a61639cc42502c86f9d9d713886c11cc20603..d79348252fb3c6ffdc0993711559ad6ddedeea2e 100644 --- a/strpython/pipeline.py +++ b/strpython/pipeline.py @@ -100,10 +100,10 @@ class Pipeline(object): """ if not self.dict_adj and not self.dict_inc: - if os.path.exists("{0}_adj_dict.json".format(self.corpus_name)) and yes_or_no(question="Do you want to use previous adj file"): + if os.path.exists("{0}_adj_dict.json".format(self.corpus_name)): #and yes_or_no(question="Do you want to use previous adj file"): self.dict_adj=json.load(open("{0}_adj_dict.json".format(self.corpus_name))) - if os.path.exists("{0}_inc_dict.json".format(self.corpus_name)) and yes_or_no(question="Do you want to use previous inc file"): - self.dict_adj=json.load(open("{0}_inc_dict.json".format(self.corpus_name))) + if os.path.exists("{0}_inc_dict.json".format(self.corpus_name)):# and yes_or_no(question="Do you want to use previous inc file"): + self.dict_inc=json.load(open("{0}_inc_dict.json".format(self.corpus_name))) if not self.dict_adj and not self.dict_inc: r = RelationExtractor(spatial_entities) @@ -118,8 +118,9 @@ class Pipeline(object): def pipe_build(self,texts, cpu_count=cpu_count(),**kwargs): - #text_and_spatial_entities = [self.parse(text) for text in tqdm(texts,desc="Extract spatial entities from the texts")] - text_and_spatial_entities = Parallel(n_jobs=4,backend="multiprocessing")(delayed(self.parse)(text) for text in tqdm(texts,desc="Extract spatial entities from the texts") ) + text_and_spatial_entities = [self.parse(text) for text in tqdm(texts,desc="Extract spatial entities from the texts")] + #print(text_and_spatial_entities) + #text_and_spatial_entities = Parallel(n_jobs=4,backend="multiprocessing")(delayed(self.parse)(text) for text in tqdm(texts,desc="Extract spatial entities from the texts") ) sp_es= [] for res in text_and_spatial_entities: sp_es.extend(list(res[1].values())) @@ -136,7 +137,7 @@ class Pipeline(object): def build(self, text_input, spatial_entities_identified, prec_adj, prec_inc): str_ = STR(word_tokenize(text_input), spatial_entities_identified, toponym_first=True,precomputed_adj=self.dict_adj,precomputed_inc=self.dict_inc) - str_.build(adj=True, inc=True) + str_.build(adj=True, inc=True).nodes() return str_ def transform(self,str_,**kwargs): diff --git a/strpython/visualisation/__init__.py b/strpython/visualisation/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..ec03d569f9032a54c2eb5a05fba3e6d671e7adca --- /dev/null +++ b/strpython/visualisation/__init__.py @@ -0,0 +1 @@ +# coding = utf-8 diff --git a/strpython/visualisation/generate_matching_graph.py b/strpython/visualisation/generate_matching_graph.py new file mode 100644 index 0000000000000000000000000000000000000000..da5f9d2fc51d3a8dab10337f78a51dad0521db43 --- /dev/null +++ b/strpython/visualisation/generate_matching_graph.py @@ -0,0 +1,89 @@ +import json +import os +import textwrap + +import community # community partition +import networkx as nx +import numpy as np +from tqdm import tqdm + +from ..helpers.sim_matrix import read_bz2_matrix +from .utils import discrete_cmap + + +def get_intersect(id_1, id_2, graph_dir): + """ + Get nodes intersections between two graphs + Parameters + ---------- + id_1 + id_2 + graph_dir + + Returns + ------- + + """ + try: + G = nx.read_gexf(os.path.join(graph_dir, "{0}.gexf".format(id_1))) + except FileNotFoundError: + G = nx.DiGraph() + try: + H = nx.read_gexf(os.path.join(graph_dir, "{0}.gexf".format(id_2))) + except FileNotFoundError: + H = nx.DiGraph() + ids = list(set(G.nodes()).intersection(set(H.nodes()))) + dict_entity = {} + for id_ in ids: + if id_ in G: + dict_entity[id_] = G.nodes[id_]["label"] + else: + dict_entity[id_] = H.nodes[id_]["label"] + return dict_entity + + +def parse_matrix(input_matrix_fn, selected_fn, label_assoc_dict, topn=5): + """ + + Parameters + ---------- + input_matrix_fn + selected_fn + label_assoc_dict + topn + + Returns + ------- + + """ + sim_matrix = read_bz2_matrix(input_matrix_fn) + min_ = np.min(sim_matrix) + if min_ < 0: + sim_matrix = (sim_matrix - sim_matrix.min()) / (sim_matrix.max() - sim_matrix.min()) + + selected = json.load(open(selected_fn)) + + G = nx.Graph() + maxi = np.max(sim_matrix) + for doc_ in tqdm(selected): + mask = np.argsort(sim_matrix[doc_])[::-1][1:topn + 1] + weights = sim_matrix[doc_][mask] + for ix, item in enumerate(mask): + if not doc_ == mask[ix]: + G.add_edge(str(doc_), str(mask[ix]), weight=weights[ix] / maxi, + intersect_entity=get_intersect(doc_, ix)) + for node_ in list(G.nodes()): + G.nodes[node_]["label"] = textwrap.fill(label_assoc_dict[node_].replace("/Users/jacquesfize/LOD_DATASETS/", ""), + width=25) + for node_ in list(G.nodes()): + if G.degree(node_) < topn: + G.remove_node(node_) + + communities = community.best_partition(G) + key_com = set(communities.values()) + N = len(key_com) + colors = discrete_cmap(N, "Set3") + for node_, com_index in communities.items(): + G.nodes[node_]["color"] = colors[com_index] + + return G diff --git a/strpython/visualisation/networkx_to_sigmajs.py b/strpython/visualisation/networkx_to_sigmajs.py new file mode 100644 index 0000000000000000000000000000000000000000..8633c229b6309d627e58efd97460895734853e6d --- /dev/null +++ b/strpython/visualisation/networkx_to_sigmajs.py @@ -0,0 +1,85 @@ +import json +import math + +import networkx as nx + +from .utils import discrete_cmap + + +def get_colors_index(weight_value, min_weight, max_weight, len_color_list): + """ + Get colors index for a weight value + Parameters + ---------- + weight_value + min_weight + max_weight + + Returns + ------- + + """ + index = math.floor(((weight_value - min_weight) / (max_weight - min_weight)) * len_color_list) + if index ==len_color_list: + return len_color_list-1 + return index + + +def export_to_sigmajs_json(G, output_path, edge_colors = discrete_cmap(100, "jet"), node_colors = discrete_cmap(100, "jet"), **kwargs): + """ + Write SigmaJs Json format of a graph + Parameters + ---------- + G : nx.Graph + graph + output_path : str + output path + edge_colors: list + colors that will be used for edge (based on weight) + node_colors : list + list of colors that will be used for the node (if pagerank is true) + pagerank : bool + if compute pagerank + layout : networkx layout function + function used to decide of the nodes positions (default is networkx.spring_layout) + Returns + ------- + + """ + layout_function = kwargs.get("layout", nx.spring_layout) + pagerank = kwargs.get("pagerank", True) + + nodes_positions = layout_function(G) + pr, min_weight, max_weight = {}, 1, 1 + + if pagerank: + pr = nx.pagerank(G, alpha=0.85) + min_weight = min(pr.values()) + max_weight = max(pr.values()) + + nodes = [{"id": str(k), + "label": str(G.nodes[k]["label"]).split('/')[-1], + "size": str(100*pr[k]) if pagerank else 30, + "color":node_colors[get_colors_index(pr[k], min_weight, max_weight, len(node_colors))] if pagerank else "#eee", + "x": nodes_positions[k][0], + "y": nodes_positions[k][1]} + for k in nodes_positions] + try: + max_weight = max([e[2]["weight"] for e in G.edges(data=True)]) + min_weight = min([e[2]["weight"] for e in G.edges(data=True)]) + except KeyError: + print("No weight found on edges, assign default value") + min_weight, max_weight = 0.1, 0.1 + + edges = [{"id": '%s-%s' % (e[0], e[1]), + "source": e[0], + "target": e[1], + "size": e[2]["weight"]*100, + "color":edge_colors[get_colors_index(e[2]["weight"], min_weight, max_weight, len(edge_colors))], + "data":e[2]} + for e in G.edges(data=True)] + try: + with open(output_path, 'w') as f: + json.dump({"nodes": nodes, "edges": edges}, f) + except Exception as e: + print("Error while saving JSON : {0}".format(e.__repr__())) diff --git a/strpython/visualisation/utils.py b/strpython/visualisation/utils.py new file mode 100644 index 0000000000000000000000000000000000000000..a7461bc95a5af6036fbea76fb9ccc8079b233e76 --- /dev/null +++ b/strpython/visualisation/utils.py @@ -0,0 +1,14 @@ +# coding = utf-8 + +import matplotlib +import numpy as np + + +def discrete_cmap(N, base_cmap="tab10"): + """ + Create an N-bin discrete colormap from the specified input map + """ + base = matplotlib.pyplot.get_cmap(base_cmap) + color_list = base(np.linspace(0, 1, N)) + + return [matplotlib.colors.rgb2hex(i[:3]) for i in color_list]