Classification | SKLearner

Examples	Tags
Scikit-Learn accuracy_score() Metric	Metrics Classification
Scikit-Learn AdaBoostClassifier Model	Algorithms Ensemble Classification AdaBoost
Scikit-Learn auc() Metric	Metrics Classification Imbalanced
Scikit-Learn average_precision_score() Metric	Metrics Classification Imbalanced
Scikit-Learn BaggingClassifier Model	Algorithms Ensemble Classification Bagging
Scikit-Learn balanced_accuracy_score() Metric	Metrics Classification Imbalanced
Scikit-Learn BernoulliNB Model	Algorithms Naive Bayes Classification
Scikit-Learn brier_score_loss() Metric	Metrics Classification
Scikit-Learn CalibratedClassifierCV Model	Algorithms Calibration Classification
Scikit-Learn CategoricalNB Model	Algorithms Naive Bayes Classification
Scikit-Learn class_likelihood_ratios() Metric	Metrics Classification
Scikit-Learn classification_report() Metric	Metrics Classification
Scikit-Learn ClassifierChain Model	Algorithms Multi-Output Multi-Label Classification
Scikit-Learn cohen_kappa_score() Metric	Metrics Classification
Scikit-Learn ComplementNB Model	Algorithms Naive Bayes Classification
Scikit-Learn confusion_matrix() Metric	Metrics Classification
Scikit-Learn d2_log_loss_score() Metric	Metrics Classification
Scikit-Learn dcg_score() Metric	Metrics Classification
Scikit-Learn DecisionTreeClassifier Model	Algorithms Decision Tree Classification
Scikit-Learn det_curve() Metric	Metrics Classification Plot
Scikit-Learn ExtraTreeClassifier Model	Algorithms Decision Tree Classification
Scikit-Learn ExtraTreesClassifier Model	Algorithms Ensemble Classification
Scikit-Learn f1_score() Metric	Metrics Classification Imbalanced
Scikit-Learn fbeta_score() Metric	Metrics Classification
Scikit-Learn FixedThresholdClassifier Model	Algorithms Tuning Classification
Scikit-Learn GaussianNB Model	Algorithms Naive Bayes Classification
Scikit-Learn GaussianProcessClassifier Model	Algorithms Gaussian Process Classification
Scikit-Learn GradientBoostingClassifier Model	Algorithms Ensemble Classification Gradient Boosting
Scikit-Learn hamming_loss() Metric	Metrics Classification Multi-Label
Scikit-Learn hinge_loss() Metric	Metrics Classification SVM
Scikit-Learn HistGradientBoostingClassifier Model	Algorithms Ensemble Classification Gradient Boosting
Scikit-Learn jaccard_score() Metric	Metrics Classification
Scikit-Learn KNeighborsClassifier Model	Algorithms KNN Classification
Scikit-Learn LabelPropagation Model	Algorithms Semi-Supervised Classification
Scikit-Learn LabelSpreading Model	Algorithms Semi-Supervised Classification
Scikit-Learn LinearDiscriminantAnalysis Model	Algorithms Discriminant Analysis Classification
Scikit-Learn LinearSVC Model	Algorithms SVM Classification
Scikit-Learn log_loss() Metric	Metrics Classification
Scikit-Learn LogisticRegression Model	Algorithms Linear Classification Logistic Regression
Scikit-Learn LogisticRegressionCV Model	Algorithms Linear Classification Logistic Regression
Scikit-Learn make_classification() Dataset	Datasets Classification
Scikit-Learn matthews_corrcoef() Metric	Metrics Classification Imbalanced
Scikit-Learn MLPClassifier Model	Algorithms Neural Nets Classification
Scikit-Learn multilabel_confusion_matrix() Metric	Metrics Classification Multi-Label
Scikit-Learn MultinomialNB Model	Algorithms Naive Bayes Classification
Scikit-Learn MultiOutputClassifier Model	Algorithms Multi-Output Multi-Label Classification
Scikit-Learn ndcg_score() Metric	Metrics Classification Rank
Scikit-Learn NearestCentroid Model	Algorithms KNN Classification
Scikit-Learn NuSVC Model	Algorithms SVM Classification
Scikit-Learn OneClassSVM Model	Algorithms SVM Classification Anomaly Detection
Scikit-Learn OneVsOneClassifier Model	Algorithms Multi-Class Classification
Scikit-Learn OneVsRestClassifier Model	Algorithms Multi-Class Classification
Scikit-Learn OutputCodeClassifier Model	Algorithms Multi-Class Classification
Scikit-Learn PassiveAggressiveClassifier Model	Algorithms Linear Classification
Scikit-Learn Perceptron Model	Algorithms Linear Classification
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 QuadraticDiscriminantAnalysis Model	Algorithms Discriminant Analysis Classification
Scikit-Learn RadiusNeighborsClassifier Model	Algorithms KNN Classification
Scikit-Learn RandomForestClassifier Model	Algorithms Ensemble Classification Random Forest
Scikit-Learn recall_score() Metric	Metrics Classification
Scikit-Learn RidgeClassifier Model	Algorithms Linear Classification Ridge
Scikit-Learn RidgeClassifierCV Model	Algorithms Linear Classification Ridge
Scikit-Learn roc_auc_score() Metric	Metrics Classification
Scikit-Learn roc_curve() Metric	Metrics Classification Plot
Scikit-Learn SelfTrainingClassifier Model	Algorithms Semi-Supervised Classification
Scikit-Learn SGDClassifier Model	Algorithms Linear Classification SGD
Scikit-Learn SGDOneClassSVM Model	Algorithms Linear Classification SVM Anomaly Detection SGD
Scikit-Learn StackingClassifier Model	Algorithms Ensemble Classification Stacking
Scikit-Learn SVC Model	Algorithms SVM Classification
Scikit-Learn top_k_accuracy_score() Metric	Metrics Classification
Scikit-Learn TunedThresholdClassifierCV Model	Algorithms Tuning Classification
Scikit-Learn VotingClassifier Model	Algorithms Ensemble Classification Voting
Scikit-Learn zero_one_loss() Metric	Metrics Classification