Ensemble | SKLearner

Examples	Tags
Scikit-Learn "BaggingClassifier" versus "RandomForestClassifier"	Comparison Algorithms Ensemble Bagging
Scikit-Learn "BaggingRegressor" versus "RandomForestRegressor"	Comparison Algorithms Ensemble Bagging
Scikit-Learn "ExtraTreesClassifier" versus "RandomForestClassifier"	Comparison Algorithms Ensemble Extra Tress
Scikit-Learn "ExtraTreesRegressor" versus "RandomForestRegressor"	Comparison Algorithms Ensemble Extra Tress
Scikit-Learn "GradientBoostingClassifier" versus "HistGradientBoostingClassifier"	Comparison Algorithms Ensemble Gradient Boosting
Scikit-Learn "GradientBoostingRegressor" versus "HistGradientBoostingRegressor"	Comparison Algorithms Ensemble Gradient Boosting
Scikit-Learn "StackingClassifier" versus "VotingClassifier"	Comparison Algorithms Ensemble Stacking Voting
Scikit-Learn "StackingRegressor" versus "VotingRegressor"	Comparison Algorithms Ensemble Stacking Voting
Scikit-Learn AdaBoostClassifier Model	Algorithms Ensemble Classification AdaBoost
Scikit-Learn AdaBoostRegressor Model	Algorithms Ensemble Regression AdaBoost
Scikit-Learn BaggingClassifier Model	Algorithms Ensemble Classification Bagging
Scikit-Learn BaggingRegressor Model	Algorithms Ensemble Regression Bagging
Scikit-Learn ExtraTreesClassifier Model	Algorithms Ensemble Classification
Scikit-Learn ExtraTreesRegressor Model	Algorithms Ensemble Regression
Scikit-Learn GradientBoostingClassifier Model	Algorithms Ensemble Classification Gradient Boosting
Scikit-Learn GradientBoostingRegressor Model	Algorithms Ensemble Regression Gradient Boosting
Scikit-Learn GridSearchCV AdaBoostClassifier	Hyperparameter Optimization Grid Search Ensemble AdaBoost
Scikit-Learn GridSearchCV AdaBoostRegressor	Hyperparameter Optimization Grid Search Ensemble AdaBoost
Scikit-Learn GridSearchCV BaggingClassifier	Hyperparameter Optimization Grid Search Ensemble Bagging
Scikit-Learn GridSearchCV BaggingRegressor	Hyperparameter Optimization Grid Search Ensemble Bagging
Scikit-Learn GridSearchCV ExtraTreesClassifier	Hyperparameter Optimization Grid Search Ensemble Extra Tress
Scikit-Learn GridSearchCV ExtraTreesRegressor	Hyperparameter Optimization Grid Search Ensemble Extra Tress
Scikit-Learn GridSearchCV GradientBoostingClassifier	Hyperparameter Optimization Grid Search Ensemble Gradient Boosting
Scikit-Learn GridSearchCV GradientBoostingRegressor	Hyperparameter Optimization Grid Search Ensemble Gradient Boosting
Scikit-Learn GridSearchCV HistGradientBoostingClassifier	Hyperparameter Optimization Grid Search Ensemble Gradient Boosting
Scikit-Learn GridSearchCV HistGradientBoostingRegressor	Hyperparameter Optimization Grid Search Ensemble Gradient Boosting
Scikit-Learn GridSearchCV RandomForestClassifier	Hyperparameter Optimization Grid Search Ensemble Random Forest
Scikit-Learn GridSearchCV RandomForestRegressor	Hyperparameter Optimization Grid Search Ensemble Random Forest
Scikit-Learn GridSearchCV StackingClassifier	Hyperparameter Optimization Grid Search Ensemble Stacking
Scikit-Learn GridSearchCV StackingRegressor	Hyperparameter Optimization Grid Search Ensemble Stacking
Scikit-Learn GridSearchCV VotingClassifier	Hyperparameter Optimization Grid Search Ensemble Voting
Scikit-Learn GridSearchCV VotingRegressor	Hyperparameter Optimization Grid Search Ensemble Voting
Scikit-Learn HistGradientBoostingClassifier Model	Algorithms Ensemble Classification Gradient Boosting
Scikit-Learn HistGradientBoostingRegressor Model	Algorithms Ensemble Regression Gradient Boosting
Scikit-Learn IsolationForest Model	Algorithms Ensemble Anomaly Detection
Scikit-Learn RandomForestClassifier Model	Algorithms Ensemble Classification Random Forest
Scikit-Learn RandomForestRegressor Model	Algorithms Ensemble Regression Random Forest
Scikit-Learn RandomizedSearchCV AdaBoostClassifier	Hyperparameter Optimization Random Search Ensemble AdaBoost
Scikit-Learn RandomizedSearchCV AdaBoostRegressor	Hyperparameter Optimization Random Search Ensemble AdaBoost
Scikit-Learn RandomizedSearchCV BaggingClassifier	Hyperparameter Optimization Random Search Ensemble Bagging
Scikit-Learn RandomizedSearchCV BaggingRegressor	Hyperparameter Optimization Random Search Ensemble Bagging
Scikit-Learn RandomizedSearchCV ExtraTreesClassifier	Hyperparameter Optimization Random Search Ensemble Extra Tress
Scikit-Learn RandomizedSearchCV ExtraTreesRegressor	Hyperparameter Optimization Random Search Ensemble Extra Tress
Scikit-Learn RandomizedSearchCV GradientBoostingClassifier	Hyperparameter Optimization Random Search Ensemble Gradient Boosting
Scikit-Learn RandomizedSearchCV GradientBoostingRegressor	Hyperparameter Optimization Random Search Ensemble Gradient Boosting
Scikit-Learn RandomizedSearchCV HistGradientBoostingClassifier	Hyperparameter Optimization Random Search Ensemble Gradient Boosting
Scikit-Learn RandomizedSearchCV HistGradientBoostingRegressor	Hyperparameter Optimization Random Search Ensemble Gradient Boosting
Scikit-Learn RandomizedSearchCV RandomForestClassifier	Hyperparameter Optimization Random Search Ensemble Random Forest
Scikit-Learn RandomizedSearchCV RandomForestRegressor	Hyperparameter Optimization Random Search Ensemble Random Forest
Scikit-Learn RandomizedSearchCV StackingClassifier	Hyperparameter Optimization Random Search Ensemble Stacking
Scikit-Learn RandomizedSearchCV StackingRegressor	Hyperparameter Optimization Random Search Ensemble Stacking
Scikit-Learn RandomizedSearchCV VotingClassifier	Hyperparameter Optimization Random Search Ensemble Voting
Scikit-Learn RandomizedSearchCV VotingRegressor	Hyperparameter Optimization Random Search Ensemble Voting
Scikit-Learn StackingClassifier Model	Algorithms Ensemble Classification Stacking
Scikit-Learn StackingRegressor Model	Algorithms Ensemble Regression Stacking
Scikit-Learn VotingClassifier Model	Algorithms Ensemble Classification Voting
Scikit-Learn VotingRegressor Model	Algorithms Ensemble Regression Voting