v1.4.0

thieu1995 released this 27 Jul 03:40

· 261 commits to master since this release

4a256bf

Add ClusteringMetric:
- Add internal metrics (Need X features and y_pred)
  - ball_hall_index (BHI)
  - calinski_harabasz_index (CHI)
  - xie_beni_index (XBI)
  - banfeld_raftery_index (BRI)
  - davies_bouldin_index (DBI)
  - det_ratio_index (DRI)
  - dunn_index (DI)
  - ksq_detw_index (KDI)
  - log_det_ratio_index (LDRI)
  - log_ss_ratio_index (LSRI)
  - silhouette_index (SI)
- Add external metrics (Need y_true and y_pred)
  - mutual_info_score (MIS)
  - normalized_mutual_info_score (NMIS)
  - rand_score (RaS)
  - fowlkes_mallows_score (FMS)
  - homogeneity_score (HS)
  - completeness_score (CS)
  - v_measure_score (VMS)
  - precision_score (PrS)
  - recall_score (ReS)
  - f_measure_score (FmS)
  - czekanowski_dice_score (CDS)
  - hubert_gamma_score (HGS)
  - jaccard_score (JS)
  - kulczynski_score (KS)
  - mc_nemar_score (MNS)
  - phi_score (PhS)
  - rogers_tanimoto_score (RTS)
  - russel_rao_score (RRS)
  - sokal_sneath1_score (SS1S)
  - sokal_sneath2_score (SS2S)
Add examples for ClusteringMetric
Add LabelEncoder class

Assets 2