Metrics | SKLearner

Examples	Tags
Scikit-Learn accuracy_score() Metric	Metrics Classification
Scikit-Learn additive_chi2_kernel() Metric	Metrics Distances Pairwise Kernel
Scikit-Learn adjusted_mutual_info_score() Metric	Metrics Clustering
Scikit-Learn adjusted_rand_score() Metric	Metrics Clustering
Scikit-Learn auc() Metric	Metrics Classification Imbalanced
Scikit-Learn average_precision_score() Metric	Metrics Classification Imbalanced
Scikit-Learn balanced_accuracy_score() Metric	Metrics Classification Imbalanced
Scikit-Learn brier_score_loss() Metric	Metrics Classification
Scikit-Learn calinski_harabasz_score() Metric	Metrics Clustering
Scikit-Learn chi2_kernel() Metric	Metrics Distances Pairwise Kernel
Scikit-Learn class_likelihood_ratios() Metric	Metrics Classification
Scikit-Learn classification_report() Metric	Metrics Classification
Scikit-Learn cohen_kappa_score() Metric	Metrics Classification
Scikit-Learn completeness_score() Metric	Metrics Clustering
Scikit-Learn confusion_matrix() Metric	Metrics Classification
Scikit-Learn contingency_matrix() Metric	Metrics Clustering
Scikit-Learn cosine_distances() Metric	Metrics Distances Pairwise
Scikit-Learn cosine_similarity() Metric	Metrics Distances Pairwise
Scikit-Learn coverage_error() Metric	Metrics Rank Multi-Label
Scikit-Learn d2_log_loss_score() Metric	Metrics Classification
Scikit-Learn d2_pinball_score() Metric	Metrics Regression
Scikit-Learn d2_tweedie_score() Metric	Metrics Regression
Scikit-Learn davies_bouldin_score() Metric	Metrics Clustering
Scikit-Learn dcg_score() Metric	Metrics Classification
Scikit-Learn det_curve() Metric	Metrics Classification Plot
Scikit-Learn euclidean_distances() Metric	Metrics Distances Pairwise
Scikit-Learn explained_variance_score() Metric	Metrics Regression
Scikit-Learn f1_score() Metric	Metrics Classification Imbalanced
Scikit-Learn fbeta_score() Metric	Metrics Classification
Scikit-Learn fowlkes_mallows_score() Metric	Metrics Clustering
Scikit-Learn hamming_loss() Metric	Metrics Classification Multi-Label
Scikit-Learn haversine_distances() Metric	Metrics Distances Pairwise
Scikit-Learn hinge_loss() Metric	Metrics Classification SVM
Scikit-Learn homogeneity_completeness_v_measure() Metric	Metrics Clustering
Scikit-Learn homogeneity_score() Metric	Metrics Clustering
Scikit-Learn jaccard_score() Metric	Metrics Classification
Scikit-Learn label_ranking_average_precision_score() Metric	Metrics Rank Multi-Label
Scikit-Learn label_ranking_loss() Metric	Metrics Rank Multi-Label
Scikit-Learn laplacian_kernel() Metric	Metrics Distances Pairwise Kernel
Scikit-Learn linear_kernel() Metric	Metrics Distances Pairwise Kernel
Scikit-Learn log_loss() Metric	Metrics Classification
Scikit-Learn manhattan_distances() Metric	Metrics Distances Pairwise
Scikit-Learn matthews_corrcoef() Metric	Metrics Classification Imbalanced
Scikit-Learn max_error() Metric	Metrics Regression
Scikit-Learn mean_absolute_error() Metric	Metrics Regression
Scikit-Learn mean_absolute_percentage_error() Metric	Metrics Regression
Scikit-Learn mean_pinball_loss() Metric	Metrics Regression
Scikit-Learn mean_poisson_deviance() Metric	Metrics Regression
Scikit-Learn mean_squared_error() Metric	Metrics Regression
Scikit-Learn mean_squared_log_error() Metric	Metrics Regression
Scikit-Learn mean_tweedie_deviance() Metric	Metrics Regression
Scikit-Learn median_absolute_error() Metric	Metrics Regression
Scikit-Learn multilabel_confusion_matrix() Metric	Metrics Classification Multi-Label
Scikit-Learn mutual_info_score() Metric	Metrics Clustering
Scikit-Learn nan_euclidean_distances() Metric	Metrics Distances Pairwise
Scikit-Learn ndcg_score() Metric	Metrics Classification Rank
Scikit-Learn normalized_mutual_info_score() Metric	Metrics Clustering
Scikit-Learn pair_confusion_matrix() Metric	Metrics Clustering
Scikit-Learn paired_cosine_distances() Metric	Metrics Distances Pairwise
Scikit-Learn paired_distances() Metric	Metrics Distances Pairwise
Scikit-Learn precision_recall_curve() Metric	Metrics Classification Plot Imbalanced
Scikit-Learn precision_recall_fscore_support() Metric	Metrics Classification
Scikit-Learn precision_score() Metric	Metrics Classification
Scikit-Learn r2_score() Metric	Metrics Regression
Scikit-Learn rand_score() Metric	Metrics Clustering
Scikit-Learn recall_score() Metric	Metrics Classification
Scikit-Learn roc_auc_score() Metric	Metrics Classification
Scikit-Learn roc_curve() Metric	Metrics Classification Plot
Scikit-Learn root_mean_squared_error() Metric	Metrics Regression
Scikit-Learn root_mean_squared_log_error() Metric	Metrics Regression
Scikit-Learn root_mean_squared_log_error() Metric	Metrics Regression
Scikit-Learn silhouette_samples() Metric	Metrics Clustering
Scikit-Learn silhouette_score() Metric	Metrics Clustering
Scikit-Learn top_k_accuracy_score() Metric	Metrics Classification
Scikit-Learn v_measure_score() Metric	Metrics Clustering
Scikit-Learn zero_one_loss() Metric	Metrics Classification