Version 2.2

• Negative likelihood ratio interpretation (NLRI) added
• Cramer's benchmark (SOA5) added
• Matthews correlation coefficient interpretation (MCCI) added #204
• Matthews's benchmark (SOA6) added #204
• F1 macro added
• F1 micro added
• Accuracy macro added #205
• Compare class score calculation modified
• Parameters recommendation for multi-class dataset modified
• Parameters recommendation for imbalance dataset modified
• README.md modified
• Document modified
• Logo updated

Version 2.1

• Adjusted geometric mean (AGM) added #177
• Yule's Q (Q) added #193
• Compare class and parameters recommendation system block diagrams added #192
• Document links bug fixed #194
• Document modified #173

Version 2.0

• G-Mean (GM) added #178
• Index of balanced accuracy (IBA) added #176
• Optimized precision (OP) added #152
• Pearson's C (C) added #180
• Compare class added #111
• Parameters recommendation warning added #174
• ConfusionMatrix equal method added #181
• Document modified #173
• stat_print function bug fixed
• table_print function bug fixed
• Beta parameter renamed to beta (F_calc function & F_beta method)
• Parameters recommendation for imbalance dataset modified
• normalize parameter added to save_html method #183
• pycm_func.py splitted into pycm_class_func.py and pycm_overall_func.py
• vector_filter,vector_check,class_check and matrix_check functions moved to pycm_util.py
• RACC_calc and RACCU_calc functions exception handler modified #187
• Docstrings modified

Version 1.9

• Automatic/Manual (AM) added #144
• Bray-Curtis dissimilarity (BCD) added #143
• CODE_OF_CONDUCT.md added #151
• ISSUE_TEMPLATE.md added #156
• PULL_REQUEST_TEMPLATE.md added #156
• CONTRIBUTING.md added #155
• X11 color names support for save_html method added #146
• Parameters recommendation system added #112
• Warning message for high dimension matrix print added #120
• Interactive notebooks section (binder) added #142
• save_matrix and normalize arguments added to save_csv method #120
• README.md modified
• Document modified #149 #164
• ConfusionMatrix.__init__ optimized #145
• Document and examples output files moved to different folders #149
• Test system modified #138
• relabel method bug fixed #167

Version 1.8

• Lift Score (LS) added #128
• color argument added to save_html method #130
• version_check.py added
• Error messages modified #132
• Document modified #131
• Website changed to http://www.pycm.ir
• Interpretation functions moved to pycm_interpret.py
• Utility functions moved to pycm_util.py
• Unnecessary else and elif removed
• == changed to is

Version 1.7

• Gini Index (GI) added #119
• Example-7 added #121
• pycm_profile.py added
• class_name argument added to stat,save_stat,save_csv and save_html methods #118
• overall_param and class_param arguments empty list bug fixed #118
• matrix_params_calc, matrix_params_from_table and vector_filter functions optimized #118
• overall_MCC_calc, CEN_misclassification_calc and convex_combination functions optimized #118
• Document modified #124

Version 1.6

• AUC Value Interpretation (AUCI) added #114
• Example-6 added #113
• Anaconda cloud package added #90
• overall_param and class_param arguments added to stat,save_stat and save_html methods
• class_param argument added to save_csv method
• _ removed from overall statistics names
• README.md modified
• Document modified

Version 1.5

• Relative Classifier Information (RCI) added #82
• Discriminator Power (DP) added #104
• Youden's Index (Y) added #105
• Discriminant Power Interpretation (DPI) added #107
• Positive Likelihood Ratio Interpretation (PLRI) added #106
• __len__ method added
• relabel method added #98
• __class_stat_init__ function added
• __overall_stat_init__ function added
• matrix attribute added #99
• normalized_matrix attribute added #99
• normalized_table attribute added #99
• Python 3.7 added to .travis.yaml & appveyor.yml
• README.md modified
• Document modified
• LR+ renamed to PLR
• LR- renamed to NLR
• normalized_matrix method renamed to print_normalized_matrix #99
• matrix method renamed to print_matrix #99
• entropy_calc fixed
• cross_entropy_calc fixed
• conditional_entropy_calc fixed
• print_table bug for large numbers fixed
• JSON key bug in save_obj fixed #108
• transpose bug in save_obj fixed #108

Version 1.4

• Area Under Curve added #83
• AUNU added #83
• AUNP added #83
• Class Balance Accuracy added #81
• Global Performance Index (RR) added #80
• Overall MCC added #75
• Distance index (dInd) added #84
• Similarity index (sInd) added #84
• one_vs_all added #76
• dev-requirements.txt added
• README.md modified #85
• Document modified #85
• save_stat modified #78
• requirements.txt modified

Version 1.3

• Confusion Entropy added #72
• Overall Confusion Entropy added #72
• Modified Confusion Entropy added #73
• Overall Modified Confusion Entropy added #73
• Information Score added #71
• README.md modified