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v1.4.1

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@thieu1995 thieu1995 released this 04 Aug 04:24
· 207 commits to master since this release
  • Remove all lowercase shortname of all metrics
  • Fix bugs in GINI function belongs to ClassificationMetric
  • Fix bugs in some functions belong to ClusteringMetric
  • Update characteristics of most of the functions (valid ranges and best value)
  • Add metrics to ClusteringMetrics
    • Entropy Score (ES)
    • Purity Score (PuS)
    • Tau Score (TS)
    • Duda-Hart Index (DHI)
    • Sum of Squared Error Index (SSEI)
    • Beale Index (BI)
    • R-Squared Index (RSI)
    • Density-Based Clustering Validation Index (DBCVI)
    • Hartigan Index (HI)
  • Add get_support() method in RegressionMetric, ClassificationMetric, and ClusteringMetric
  • Update and add more examples to all classes.
  • Update documents for all metrics.