ErrorCrit_RMSE.R

ErrorCrit_RMSE <- function(InputsCrit, OutputsModel, warnings = TRUE, verbose = TRUE) {
  
  ## Arguments check
  if (!inherits(OutputsModel, "OutputsModel")) {
    stop("'OutputsModel' must be of class 'OutputsModel'")
  }
  
  EC <- .ErrorCrit(InputsCrit = InputsCrit, Crit = "RMSE",  OutputsModel = OutputsModel, warnings = warnings)
  
  if (!EC$CritCompute) {
    CritValue <- NA
  } else {
    ## ErrorCrit
    Numer <- sum((EC$VarSim - EC$VarObs)^2, na.rm = TRUE)
    Denom <- sum(!is.na(EC$VarObs))
    
    if (Numer == 0) {
      Crit <- 0
    } else {
      Crit <- sqrt(Numer / Denom)
    }
    if (is.numeric(Crit) & is.finite(Crit)) {
      CritValue <- Crit
    }
    
    ## Verbose
    if (verbose) {
      message(sprintf("Crit. %s = %.4f", EC$CritName, CritValue))
    }
  }
  
  
  ## Output
  OutputsCrit <- list(CritValue       = CritValue,
                      CritName        = EC$CritName,
                      CritBestValue   = EC$CritBestValue,
                      Multiplier      = EC$Multiplier,
                      Ind_notcomputed = EC$Ind_TS_ignore)
  
  class(OutputsCrit) <- c("RMSE", "ErrorCrit")
  return(OutputsCrit)
  
}