Python sklearn.metrics Module

This page shows the popular functions and classes defined in the sklearn.metrics module. The items are ordered by their popularity in 40,000 open source Python projects. If you can not find a good example below, you can try the search function to search modules.

• 1. accuracy_score()    
  Used in 468 projects
• 2. confusion_matrix()    
  Used in 404 projects
• 3. roc_auc_score()    
  Used in 329 projects
• 4. f1_score()    
  Used in 327 projects
• 5. classification_report()    
  Used in 241 projects
• 6. mean_squared_error()    
  Used in 227 projects
• 7. roc_curve()    
  Used in 213 projects
• 8. auc()    
  Used in 188 projects
• 9. precision_score()    
  Used in 162 projects
• 10. recall_score()    
  Used in 153 projects
• 11. average_precision_score()    
  Used in 143 projects
• 12. r2_score()    
  Used in 111 projects
• 13. precision_recall_curve()    
  Used in 109 projects
• 14. mean_absolute_error()    
  Used in 94 projects
• 15. log_loss()    
  Used in 92 projects
• 16. precision_recall_fscore_support()    
  Used in 81 projects
• 17. silhouette_score()    
  Used in 50 projects
• 18. pairwise_distances()    
  Used in 45 projects
• 19. make_scorer()    
  Used in 45 projects
• 20. adjusted_rand_score()    
  Used in 42 projects
• 21. matthews_corrcoef()    
  Used in 37 projects
• 22. explained_variance_score()    
  Used in 31 projects
• 23. adjusted_mutual_info_score()    
  Used in 26 projects
• 24. median_absolute_error()    
  Used in 23 projects
• 25. normalized_mutual_info_score()    
  Used in 22 projects
• 26. cohen_kappa_score()    
  Used in 21 projects
• 27. silhouette_samples()    
  Used in 18 projects
• 28. fbeta_score()    
  Used in 16 projects
• 29. homogeneity_score()    
  Used in 15 projects
• 30. v_measure_score()    
  Used in 14 projects
• 31. zero_one_loss()    
  Used in 14 projects
• 32. hamming_loss()    
  Used in 14 projects
• 33. completeness_score()    
  Used in 14 projects
• 34. euclidean_distances()    
  Used in 13 projects
• 35. jaccard_similarity_score()    
  Used in 12 projects
• 36. mean_squared_log_error()    
  Used in 10 projects
• 37. check_scoring()    
  Used in 10 projects
• 38. balanced_accuracy_score()    
  Used in 10 projects
• 39. mutual_info_score()    
  Used in 9 projects
• 40. brier_score_loss()    
  Used in 9 projects
• 41. label_ranking_average_precision_score()    
  Used in 8 projects
• 42. multilabel_confusion_matrix()    
  Used in 6 projects
• 43. get_scorer()    
  Used in 5 projects
• 44. label_ranking_loss()    
  Used in 5 projects
• 45. coverage_error()    
  Used in 5 projects
• 46. pairwise_distances_argmin()    
  Used in 5 projects