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Documentation
  • Introduction
  • Applications
    • Example
  • Reference
    • Classification metrics
      • Accuracy
      • Area under the Precision Recall Curve
      • Area under the Receiver Operator Characteristics Curve
      • Balanced Accuracy
      • Brier Score
      • Cohen's kappa-Statistic
      • Confusion Matrix
      • Cross Entropy
      • Diagnostic Odds Ratio
      • False Discovery Rate
      • False Omission Rate
      • False Positive Rate
      • Fowlkes Mallows Index
      • Hamming Loss
      • Jaccard Index
      • Logarithmic Loss
      • Matthews Correlation Coefficient
      • Negative Likelihood Ratio
      • Negative Predictive Value
      • Positive Likelihood Ratio
      • Precision
      • Precision Recall Curve
      • Recall
      • Relative Entropy
      • Shannon Entropy
      • Specificity
      • Zero-One Loss
      • f{beta}
    • Regression metrics
  • Changelog
    • Changelog
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  1. Reference

Classification metrics

Accuracychevron-rightArea under the Precision Recall Curvechevron-rightArea under the Receiver Operator Characteristics Curvechevron-rightBalanced Accuracychevron-rightBrier Scorechevron-rightCohen's kappa-Statisticchevron-rightConfusion Matrixchevron-rightCross Entropychevron-rightDiagnostic Odds Ratiochevron-rightFalse Discovery Ratechevron-rightFalse Omission Ratechevron-rightFalse Positive Ratechevron-rightFowlkes Mallows Indexchevron-rightHamming Losschevron-rightJaccard Indexchevron-rightLogarithmic Losschevron-rightMatthews Correlation Coefficientchevron-rightNegative Likelihood Ratiochevron-rightNegative Predictive Valuechevron-rightPositive Likelihood Ratiochevron-rightPrecisionchevron-rightPrecision Recall Curvechevron-rightRecallchevron-rightRelative Entropychevron-rightShannon Entropychevron-rightSpecificitychevron-rightZero-One Losschevron-rightf{beta}chevron-right
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Last updated 9 months ago