🚀
Documentation
RepositoryBugreport
  • Introduction
  • Applications
    • Example
  • Reference
    • Classification metrics
      • Accuracy
        • accuracy.cmatrix.md
        • accuracy.factor.md
        • accuracy.md
        • weighted.accuracy.factor.md
      • Area under the Precision Recall Curve
        • auc.pr.curve.factor.md
        • auc.pr.curve.md
        • weighted.auc.pr.curve.factor.md
      • Area under the Receiver Operator Characteristics Curve
        • auc.roc.curve.factor.md
        • auc.roc.curve.md
        • roc.curve
          • auc.roc.curve.factor.md
          • auc.roc.curve.md
          • roc.curve.factor.md
          • roc.curve.md
          • weighted.auc.roc.curve.factor.md
          • weighted.roc.curve.factor.md
        • weighted.auc.roc.curve.factor.md
      • Balanced Accuracy
        • baccuracy.cmatrix.md
        • baccuracy.factor.md
        • baccuracy.md
        • weighted.baccuracy.factor.md
      • Brier Score
        • brier.score.matrix.md
        • brier.score.md
        • weighted.brier.score.matrix.md
      • Cohen's kappa-Statistic
        • ckappa.cmatrix.md
        • ckappa.factor.md
        • ckappa.md
        • weighted.ckappa.factor.md
      • Confusion Matrix
        • accuracy.cmatrix.md
        • baccuracy.cmatrix.md
        • ckappa.cmatrix.md
        • cmatrix.factor.md
        • cmatrix.md
        • dor.cmatrix.md
        • fbeta.cmatrix.md
        • fdr.cmatrix.md
        • fer.cmatrix.md
        • fmi.cmatrix.md
        • fpr.cmatrix.md
        • hammingloss.cmatrix.md
        • jaccard.cmatrix.md
        • mcc.cmatrix.md
        • nlr.cmatrix.md
        • npv.cmatrix.md
        • plr.cmatrix.md
        • precision.cmatrix.md
        • recall.cmatrix.md
        • specificity.cmatrix.md
        • weighted.cmatrix.factor.md
        • zerooneloss.cmatrix.md
      • Cross Entropy
        • cross.entropy.matrix.md
        • cross.entropy.md
      • Diagnostic Odds Ratio
        • dor.cmatrix.md
        • dor.factor.md
        • dor.md
        • weighted.dor.factor.md
      • False Discovery Rate
        • fdr.cmatrix.md
        • fdr.factor.md
        • fdr.md
        • weighted.fdr.factor.md
      • False Omission Rate
        • fer.cmatrix.md
        • fer.factor.md
        • fer.md
        • weighted.fer.factor.md
      • False Positive Rate
        • fpr.cmatrix.md
        • fpr.factor.md
        • fpr.md
        • weighted.fpr.factor.md
      • Fowlkes Mallows Index
        • fmi.cmatrix.md
        • fmi.factor.md
        • fmi.md
        • weighted.fmi.factor.md
      • Hamming Loss
        • hammingloss.cmatrix.md
        • hammingloss.factor.md
        • hammingloss.md
        • weighted.hammingloss.factor.md
      • Jaccard Index
        • jaccard.cmatrix.md
        • jaccard.factor.md
        • jaccard.md
        • weighted.jaccard.factor.md
      • Logarithmic Loss
        • logloss.factor.md
        • logloss.integer
        • logloss.integer.md
          • logloss.integer.md
          • weighted.logloss.integer.md
        • logloss.md
        • weighted.logloss.factor.md
        • weighted.logloss.integer.md
      • Matthews Correlation Coefficient
        • mcc.cmatrix.md
        • mcc.factor.md
        • mcc.md
        • weighted.mcc.factor.md
      • Negative Likelihood Ratio
        • nlr.cmatrix.md
        • nlr.factor.md
        • nlr.md
        • weighted.nlr.factor.md
      • Negative Predictive Value
        • npv.cmatrix.md
        • npv.factor.md
        • npv.md
        • weighted.npv.factor.md
      • Positive Likelihood Ratio
        • plr.cmatrix.md
        • plr.factor.md
        • plr.md
        • weighted.plr.factor.md
      • Precision
      • Precision Recall Curve
        • auc.pr.curve.factor.md
        • auc.pr.curve.md
        • pr.curve.factor.md
        • pr.curve.md
        • weighted.auc.pr.curve.factor.md
        • weighted.pr.curve.factor.md
        • precision.cmatrix.md
        • precision.factor.md
        • precision.md
        • weighted.precision.factor.md
      • Recall
        • recall.cmatrix.md
        • recall.factor.md
        • recall.md
        • weighted.recall.factor.md
      • Relative Entropy
        • relative.entropy.matrix.md
        • relative.entropy.md
      • Shannon Entropy
        • shannon.entropy.matrix.md
        • shannon.entropy.md
      • Specificity
        • specificity.cmatrix.md
        • specificity.factor.md
        • specificity.md
        • weighted.specificity.factor.md
      • Zero-One Loss
        • weighted.zerooneloss.factor.md
        • zerooneloss.cmatrix.md
        • zerooneloss.factor.md
        • zerooneloss.md
      • f{beta}
        • fbeta.cmatrix.md
        • fbeta.factor.md
        • fbeta.md
        • weighted.fbeta.factor.md
    • Regression metrics
      • Concordance Correlation Coefficient
        • ccc.md
        • ccc.numeric.md
        • weighted.ccc.numeric.md
      • Gamma Deviance
        • deviance.gamma.md
        • deviance.gamma.numeric.md
        • weighted.deviance.gamma.numeric.md
      • Geometric Mean Squared Error
        • gmse.md
        • gmse.numeric.md
        • weighted.gmse.numeric.md
      • Huber Loss
        • huberloss.md
        • huberloss.numeric.md
        • weighted.huberloss.numeric.md
      • Mean Absolute Error
        • mae.md
        • mae.numeric.md
        • weighted.mae.numeric.md
      • Mean Absolute Percentage Error
        • mape.md
        • mape.numeric.md
        • weighted.mape.numeric.md
      • Mean Arctangent Absolute Percentage Error
        • maape.md
        • maape.numeric.md
        • weighted.maape.numeric.md
      • Mean Percentage Error
        • mpe.md
        • mpe.numeric.md
        • weighted.mpe.numeric.md
      • Mean Squared Error
        • mse.md
        • mse.numeric.md
        • weighted.mse.numeric.md
      • Pinball Loss
        • pinball.md
        • pinball.numeric.md
        • weighted.pinball.numeric.md
      • Poisson Deviance
        • deviance.poisson.md
        • deviance.poisson.numeric.md
        • weighted.deviance.poisson.numeric.md
      • Relative Absolute Error
        • rae.md
        • rae.numeric.md
        • weighted.rae.numeric.md
      • Relative Root Mean Squared Error
        • rrmse.md
        • rrmse.numeric.md
        • weighted.rrmse.numeric.md
      • Root Mean Squared Error
        • rmse.md
        • rmse.numeric.md
        • weighted.rmse.numeric.md
      • Root Mean Squared Logarithmic Error
        • rmsle.md
        • rmsle.numeric.md
        • weighted.rmsle.numeric.md
      • Root Relative Squared Error
        • rrse.md
        • rrse.numeric.md
        • weighted.rrse.numeric.md
      • Symmetric Mean Absolutte Percentage Error
        • smape.md
        • smape.numeric.md
        • weighted.smape.numeric.md
      • Tweedie Deviance
        • deviance.tweedie.md
        • deviance.tweedie.numeric.md
        • weighted.deviance.tweedie.numeric.md
      • r^2
        • rsq.md
        • rsq.numeric.md
        • weighted.rsq.numeric.md
  • Changelog
    • Changelog
Powered by GitBook
On this page
  1. Reference

Regression metrics

Concordance Correlation CoefficientGamma DevianceGeometric Mean Squared ErrorHuber LossMean Absolute ErrorMean Absolute Percentage ErrorMean Arctangent Absolute Percentage ErrorMean Percentage ErrorMean Squared ErrorPinball LossPoisson DevianceRelative Absolute ErrorRelative Root Mean Squared ErrorRoot Mean Squared ErrorRoot Mean Squared Logarithmic ErrorRoot Relative Squared ErrorSymmetric Mean Absolutte Percentage ErrorTweedie Deviancer^2
Previousweighted.fbeta.factor.mdNextConcordance Correlation Coefficient

Last updated 2 months ago