mixed-data learners

• mixed_data.eiol_gfmm
  • ExtendedImprovedOnlineGFMM
    • ExtendedImprovedOnlineGFMM.compute_increasing_entropy()
    • ExtendedImprovedOnlineGFMM.fit()
    • ExtendedImprovedOnlineGFMM.get_n_hyperboxes()
    • ExtendedImprovedOnlineGFMM.get_sample_explanation()
    • ExtendedImprovedOnlineGFMM.predict()
    • ExtendedImprovedOnlineGFMM.predict_proba()
    • ExtendedImprovedOnlineGFMM.predict_with_membership()
    • ExtendedImprovedOnlineGFMM.simple_pruning()
  • impute_missing_categorical_features()
  • predict_with_manhattan_mixed_data()
  • predict_with_probability_mixed_data()
• mixed_data.freq_cat_onln_gfmm
  • FreqCatOnlineGFMM
    • FreqCatOnlineGFMM.fit()
    • FreqCatOnlineGFMM.get_n_hyperboxes()
    • FreqCatOnlineGFMM.get_sample_explanation()
    • FreqCatOnlineGFMM.is_satisfied_cat_expansion_conds()
    • FreqCatOnlineGFMM.predict()
    • FreqCatOnlineGFMM.predict_proba()
    • FreqCatOnlineGFMM.predict_with_membership()
    • FreqCatOnlineGFMM.simple_pruning()
  • compute_similarity_among_categorical_values()
  • ordinal_encode_categorical_features()
  • predict_freq_cat_feature_manhanttan()
• mixed_data.onehot_onln_gfmm
  • OneHotOnlineGFMM
    • OneHotOnlineGFMM.fit()
    • OneHotOnlineGFMM.get_n_hyperboxes()
    • OneHotOnlineGFMM.get_sample_explanation()
    • OneHotOnlineGFMM.is_satisfied_cat_expansion_conds()
    • OneHotOnlineGFMM.predict()
    • OneHotOnlineGFMM.predict_proba()
    • OneHotOnlineGFMM.predict_with_membership()
    • OneHotOnlineGFMM.simple_pruning()
  • impute_missing_value_cat_feature()
  • one_hot_encoding_cat_feature()
  • predict_onehot_cat_feature_manhanttan()