Linear | SKLearner

Helpful examples of using linear machine learning algorithms in scikit-learn.

Examples	Tags
Scikit-Learn "ElasticNet" versus "ElasticNetCV"	Comparison Algorithms Linear Elastic Net
Scikit-Learn "Lars" versus "LarsCV"	Comparison Algorithms Linear
Scikit-Learn "Lasso" versus "LassoCV"	Comparison Algorithms Linear Lasso
Scikit-Learn "LassoLars" versus "LassoLarsCV"	Comparison Algorithms Linear Lasso
Scikit-Learn "LogisticRegression" versus "LogisticRegressionCV"	Comparison Algorithms Linear
Scikit-Learn "MultiTaskElasticNet" versus "MultiTaskElasticNetCV"	Comparison Algorithms Linear Multi-Output Elastic Net
Scikit-Learn "MultiTaskLasso" versus "MultiTaskLassoCV"	Comparison Algorithms Linear Multi-Output
Scikit-Learn "OrthogonalMatchingPursuit" versus "OrthogonalMatchingPursuitCV"	Comparison Algorithms Linear
Scikit-Learn "Ridge" versus "RidgeCV"	Comparison Algorithms Linear Ridge
Scikit-Learn "RidgeClassifier" versus "RidgeClassifierCV"	Comparison Algorithms Linear Ridge
Scikit-Learn ARDRegression Model	Algorithms Linear Regression
Scikit-Learn BayesianRidge Regression Model	Algorithms Linear Regression
Scikit-Learn ElasticNet Regression Model	Algorithms Linear Regression Elastic Net
Scikit-Learn ElasticNetCV Regression Model	Algorithms Linear Regression Elastic Net
Scikit-Learn GammaRegressor Model	Algorithms Linear Regression
Scikit-Learn GridSearchCV ARDRegression	Hyperparameter Optimization Grid Search Linear
Scikit-Learn GridSearchCV BayesianRidge	Hyperparameter Optimization Grid Search Linear
Scikit-Learn GridSearchCV ElasticNet	Hyperparameter Optimization Grid Search Linear Elastic Net
Scikit-Learn GridSearchCV GammaRegressor	Hyperparameter Optimization Grid Search Linear
Scikit-Learn GridSearchCV HuberRegressor	Hyperparameter Optimization Grid Search Linear
Scikit-Learn GridSearchCV Lars	Hyperparameter Optimization Grid Search Linear
Scikit-Learn GridSearchCV Lasso	Hyperparameter Optimization Grid Search Linear Lasso
Scikit-Learn GridSearchCV LassoLars	Hyperparameter Optimization Grid Search Linear Lasso
Scikit-Learn GridSearchCV LassoLarsIC	Hyperparameter Optimization Grid Search Linear Lasso
Scikit-Learn GridSearchCV LinearRegression	Hyperparameter Optimization Grid Search Linear Linear Regression
Scikit-Learn GridSearchCV LogisticRegression	Hyperparameter Optimization Grid Search Linear Logistic Regression
Scikit-Learn GridSearchCV MultiTaskElasticNet	Hyperparameter Optimization Grid Search Linear Multi-Output
Scikit-Learn GridSearchCV MultiTaskLasso	Hyperparameter Optimization Grid Search Linear Multi-Output
Scikit-Learn GridSearchCV OrthogonalMatchingPursuit	Hyperparameter Optimization Grid Search Linear
Scikit-Learn GridSearchCV PassiveAggressiveClassifier	Hyperparameter Optimization Grid Search Linear
Scikit-Learn GridSearchCV PassiveAggressiveRegressor	Hyperparameter Optimization Grid Search Linear
Scikit-Learn GridSearchCV Perceptron	Hyperparameter Optimization Grid Search Linear
Scikit-Learn GridSearchCV PoissonRegressor	Hyperparameter Optimization Grid Search Linear
Scikit-Learn GridSearchCV QuantileRegressor	Hyperparameter Optimization Grid Search Linear
Scikit-Learn GridSearchCV RANSACRegressor	Hyperparameter Optimization Grid Search Linear
Scikit-Learn GridSearchCV Ridge	Hyperparameter Optimization Grid Search Linear Ridge
Scikit-Learn GridSearchCV RidgeClassifier	Hyperparameter Optimization Grid Search Linear Ridge
Scikit-Learn GridSearchCV SGDClassifier	Hyperparameter Optimization Grid Search Linear SGD
Scikit-Learn GridSearchCV SGDRegressor	Hyperparameter Optimization Grid Search Linear SGD
Scikit-Learn GridSearchCV TheilSenRegressor	Hyperparameter Optimization Grid Search Linear
Scikit-Learn GridSearchCV TweedieRegressor	Hyperparameter Optimization Grid Search Linear
Scikit-Learn HuberRegressor Model	Algorithms Linear Regression Outliers
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 LogisticRegression Model	Algorithms Linear Classification Logistic Regression
Scikit-Learn LogisticRegressionCV Model	Algorithms Linear Classification Logistic 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 OrthogonalMatchingPursuit Model	Algorithms Linear Regression
Scikit-Learn OrthogonalMatchingPursuitCV Model	Algorithms Linear Regression
Scikit-Learn PassiveAggressiveClassifier Model	Algorithms Linear Classification
Scikit-Learn PassiveAggressiveRegressor Model	Algorithms Linear Regression
Scikit-Learn Perceptron Model	Algorithms Linear Classification
Scikit-Learn PoissonRegressor Model	Algorithms Linear Regression
Scikit-Learn QuantileRegressor Model	Algorithms Linear Regression Outliers
Scikit-Learn RandomizedSearchCV ARDRegression	Hyperparameter Optimization Random Search Linear
Scikit-Learn RandomizedSearchCV BayesianRidge	Hyperparameter Optimization Random Search Linear
Scikit-Learn RandomizedSearchCV ElasticNet	Hyperparameter Optimization Random Search Linear Elastic Net
Scikit-Learn RandomizedSearchCV GammaRegressor	Hyperparameter Optimization Random Search Linear
Scikit-Learn RandomizedSearchCV HuberRegressor	Hyperparameter Optimization Random Search Linear
Scikit-Learn RandomizedSearchCV Lars	Hyperparameter Optimization Random Search Linear
Scikit-Learn RandomizedSearchCV Lasso	Hyperparameter Optimization Random Search Linear Lasso
Scikit-Learn RandomizedSearchCV LassoLars	Hyperparameter Optimization Random Search Linear Lasso
Scikit-Learn RandomizedSearchCV LassoLarsIC	Hyperparameter Optimization Random Search Linear Lasso
Scikit-Learn RandomizedSearchCV LinearRegression	Hyperparameter Optimization Random Search Linear Linear Regression
Scikit-Learn RandomizedSearchCV LogisticRegression	Hyperparameter Optimization Random Search Linear Logistic Regression
Scikit-Learn RandomizedSearchCV MultiTaskElasticNet	Hyperparameter Optimization Random Search Linear Multi-Output
Scikit-Learn RandomizedSearchCV MultiTaskLasso	Hyperparameter Optimization Random Search Linear Multi-Output
Scikit-Learn RandomizedSearchCV OrthogonalMatchingPursuit	Hyperparameter Optimization Random Search Linear
Scikit-Learn RandomizedSearchCV PassiveAggressiveClassifier	Hyperparameter Optimization Random Search Linear
Scikit-Learn RandomizedSearchCV PassiveAggressiveRegressor	Hyperparameter Optimization Random Search Linear
Scikit-Learn RandomizedSearchCV Perceptron	Hyperparameter Optimization Random Search Linear Neural Nets
Scikit-Learn RandomizedSearchCV PoissonRegressor	Hyperparameter Optimization Random Search Linear
Scikit-Learn RandomizedSearchCV QuantileRegressor	Hyperparameter Optimization Random Search Linear
Scikit-Learn RandomizedSearchCV RANSACRegressor	Hyperparameter Optimization Random Search Linear
Scikit-Learn RandomizedSearchCV Ridge	Hyperparameter Optimization Random Search Linear Ridge
Scikit-Learn RandomizedSearchCV RidgeClassifier	Hyperparameter Optimization Random Search Linear Ridge
Scikit-Learn RandomizedSearchCV SGDClassifier	Hyperparameter Optimization Random Search Linear SGD
Scikit-Learn RandomizedSearchCV SGDRegressor	Hyperparameter Optimization Random Search Linear SGD
Scikit-Learn RandomizedSearchCV TheilSenRegressor	Hyperparameter Optimization Random Search Linear
Scikit-Learn RandomizedSearchCV TweedieRegressor	Hyperparameter Optimization Random Search Linear
Scikit-Learn RANSACRegressor Model	Algorithms Linear Regression Outliers
Scikit-Learn Ridge Regression Model	Algorithms Linear Regression Ridge
Scikit-Learn RidgeClassifier Model	Algorithms Linear Classification Ridge
Scikit-Learn RidgeClassifierCV Model	Algorithms Linear Classification Ridge
Scikit-Learn RidgeCV Regression Model	Algorithms Linear Regression Ridge
Scikit-Learn SGDClassifier Model	Algorithms Linear Classification SGD
Scikit-Learn SGDOneClassSVM Model	Algorithms Linear Classification SVM Anomaly Detection SGD
Scikit-Learn SGDRegressor Model	Algorithms Linear Regression SGD
Scikit-Learn TheilSenRegressor Model	Algorithms Linear Regression Outliers
Scikit-Learn TweedieRegressor Model	Algorithms Linear Regression