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PerMetrics: A Framework of Performance Metrics for Machine Learning Models

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@thieu1995 thieu1995 released this 12 Aug 15:29
· 162 commits to master since this release
  • Reformat ClassificationMetric, RegressionMetric, and ClusteringMetric
  • Fix bugs in metrics:
    • ROC-AUC score
    • F2 score, FBeta score
    • Hamming Score, Accuracy Score
  • Add metrics to ClassificationMetric:
    • Brier Score Loss (BSL)
    • Kullback-Leibler Divergence Loss (KLDL)
    • Cross-Entropy Loss (CEL)
    • Hinge Loss (HL)
  • Update docs, examples