Regression | SKLearner

Examples	Tags
Scikit-Learn AdaBoostRegressor Model	Algorithms Ensemble Regression AdaBoost
Scikit-Learn ARDRegression Model	Algorithms Linear Regression
Scikit-Learn BaggingRegressor Model	Algorithms Ensemble Regression Bagging
Scikit-Learn BayesianRidge Regression Model	Algorithms Linear Regression
Scikit-Learn d2_pinball_score() Metric	Metrics Regression
Scikit-Learn d2_tweedie_score() Metric	Metrics Regression
Scikit-Learn DecisionTreeRegressor Model	Algorithms Decision Tree Regression
Scikit-Learn ElasticNet Regression Model	Algorithms Linear Regression Elastic Net
Scikit-Learn ElasticNetCV Regression Model	Algorithms Linear Regression Elastic Net
Scikit-Learn explained_variance_score() Metric	Metrics Regression
Scikit-Learn ExtraTreeRegressor Model	Algorithms Decision Tree Regression
Scikit-Learn ExtraTreesRegressor Model	Algorithms Ensemble Regression
Scikit-Learn GammaRegressor Model	Algorithms Linear Regression
Scikit-Learn GaussianProcessRegressor Model	Algorithms Gaussian Process Regression
Scikit-Learn GradientBoostingRegressor Model	Algorithms Ensemble Regression Gradient Boosting
Scikit-Learn HistGradientBoostingRegressor Model	Algorithms Ensemble Regression Gradient Boosting
Scikit-Learn HuberRegressor Model	Algorithms Linear Regression Outliers
Scikit-Learn IsotonicRegression Model	Algorithms Regression
Scikit-Learn KernelRidge Regression Model	Algorithms Kernel Regression
Scikit-Learn KNeighborsRegressor Model	Algorithms KNN Regression
Scikit-Learn Lars Regression Model	Algorithms Linear Regression
Scikit-Learn LarsCV Regression Model	Algorithms Linear Regression
Scikit-Learn Lasso Regression Model	Algorithms Linear Regression Lasso
Scikit-Learn LassoCV Regression Model	Algorithms Linear Regression Lasso
Scikit-Learn LassoLars Regression Model	Algorithms Linear Regression Lasso
Scikit-Learn LassoLarsCV Regression Model	Algorithms Linear Regression Lasso
Scikit-Learn LassoLarsIC Regression Model	Algorithms Linear Regression Lasso
Scikit-Learn LinearRegression Model	Algorithms Linear Regression Linear Regression
Scikit-Learn LinearSVR Model	Algorithms SVM Regression
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 MLPRegressor Model	Algorithms Neural Nets Regression
Scikit-Learn MultiOutputRegressor Model	Algorithms Multi-Output Regression
Scikit-Learn MultiTaskElasticNet Model	Algorithms Linear Regression Multi-Output Elastic Net
Scikit-Learn MultiTaskElasticNetCV Model	Algorithms Linear Regression Multi-Output Elastic Net
Scikit-Learn MultiTaskLasso Model	Algorithms Linear Regression Multi-Output
Scikit-Learn MultiTaskLassoCV Model	Algorithms Linear Regression Multi-Output
Scikit-Learn NuSVR Model	Algorithms SVM Regression
Scikit-Learn OrthogonalMatchingPursuit Model	Algorithms Linear Regression
Scikit-Learn OrthogonalMatchingPursuitCV Model	Algorithms Linear Regression
Scikit-Learn PassiveAggressiveRegressor Model	Algorithms Linear Regression
Scikit-Learn PLSRegression Model	Algorithms Cross Composition Regression
Scikit-Learn PoissonRegressor Model	Algorithms Linear Regression
Scikit-Learn QuantileRegressor Model	Algorithms Linear Regression Outliers
Scikit-Learn r2_score() Metric	Metrics Regression
Scikit-Learn RadiusNeighborsRegressor Model	Algorithms KNN Regression
Scikit-Learn RandomForestRegressor Model	Algorithms Ensemble Regression Random Forest
Scikit-Learn RANSACRegressor Model	Algorithms Linear Regression Outliers
Scikit-Learn RegressorChain Model	Algorithms Multi-Output Regression
Scikit-Learn Ridge Regression Model	Algorithms Linear Regression Ridge
Scikit-Learn RidgeCV Regression Model	Algorithms Linear Regression Ridge
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 SGDRegressor Model	Algorithms Linear Regression SGD
Scikit-Learn StackingRegressor Model	Algorithms Ensemble Regression Stacking
Scikit-Learn SVR Model	Algorithms SVM Regression
Scikit-Learn TheilSenRegressor Model	Algorithms Linear Regression Outliers
Scikit-Learn TweedieRegressor Model	Algorithms Linear Regression
Scikit-Learn VotingRegressor Model	Algorithms Ensemble Regression Voting