Uses of Class
sklearn.Estimator

Packages that use Estimator

Package	Description
lightgbm.sklearn
sklearn
sklearn.cluster
sklearn.dummy
sklearn.ensemble
sklearn.ensemble.bagging
sklearn.ensemble.forest
sklearn.ensemble.gradient_boosting
sklearn.ensemble.iforest
sklearn.ensemble.weight_boosting
sklearn.ensemble.voting_classifier
sklearn.feature_selection
sklearn.linear_model
sklearn.linear_model.logistic
sklearn.linear_model.ridge
sklearn.linear_model.stochastic_gradient
sklearn.naive_bayes
sklearn.neighbors
sklearn.neural_network
sklearn.svm
sklearn.tree
sklearn2pmml
tpot.builtins
xgboost.sklearn

Uses of Estimator in lightgbm.sklearn

Subclasses of Estimator in lightgbm.sklearn

Modifier and Type	Class and Description
class	LGBMClassifier
class	LGBMRegressor

Methods in lightgbm.sklearn with type parameters of type Estimator

Modifier and Type	Method and Description
static <E extends Estimator & HasBooster & HasLightGBMOptions> org.dmg.pmml.mining.MiningModel	BoosterUtil.encodeModel(E estimator, org.jpmml.converter.Schema schema)
static <E extends Estimator & HasBooster> int	BoosterUtil.getNumberOfFeatures(E estimator)

Uses of Estimator in sklearn

Classes in sklearn with type parameters of type Estimator

Modifier and Type	Interface and Description
interface	HasEstimator<E extends Estimator>
interface	HasEstimatorEnsemble<E extends Estimator>

Subclasses of Estimator in sklearn

Modifier and Type	Class and Description
class	Classifier
class	Clusterer
class	LabelEncoderClassifier
class	Regressor

Methods in sklearn with parameters of type Estimator

Modifier and Type	Method and Description
static java.util.List<?>	ClassifierUtil.getClasses(Estimator estimator)

Uses of Estimator in sklearn.cluster

Subclasses of Estimator in sklearn.cluster

Modifier and Type	Class and Description
class	KMeans
class	MiniBatchKMeans

Uses of Estimator in sklearn.dummy

Subclasses of Estimator in sklearn.dummy

Modifier and Type	Class and Description
class	DummyClassifier
class	DummyRegressor

Uses of Estimator in sklearn.ensemble

Subclasses of Estimator in sklearn.ensemble

Modifier and Type	Class and Description
class	EnsembleClassifier
class	EnsembleRegressor

Uses of Estimator in sklearn.ensemble.bagging

Subclasses of Estimator in sklearn.ensemble.bagging

Modifier and Type	Class and Description
class	BaggingClassifier
class	BaggingRegressor

Methods in sklearn.ensemble.bagging with type parameters of type Estimator

Modifier and Type	Method and Description
static <E extends Estimator> org.dmg.pmml.mining.MiningModel	BaggingUtil.encodeBagging(java.util.List<E> estimators, java.util.List<java.util.List<java.lang.Integer>> estimatorsFeatures, org.dmg.pmml.mining.Segmentation.MultipleModelMethod multipleModelMethod, org.dmg.pmml.MiningFunction miningFunction, org.jpmml.converter.Schema schema)

Uses of Estimator in sklearn.ensemble.forest

Subclasses of Estimator in sklearn.ensemble.forest

Modifier and Type	Class and Description
class	ForestClassifier
class	ForestRegressor

Methods in sklearn.ensemble.forest with type parameters of type Estimator

Modifier and Type	Method and Description
static <E extends Estimator & HasEstimatorEnsemble<T> & HasTreeOptions,T extends Estimator & HasTree> org.dmg.pmml.mining.MiningModel	ForestUtil.encodeBaseForest(E estimator, org.dmg.pmml.mining.Segmentation.MultipleModelMethod multipleModelMethod, org.dmg.pmml.MiningFunction miningFunction, org.jpmml.converter.Schema schema)
static <E extends Estimator & HasEstimatorEnsemble<T> & HasTreeOptions,T extends Estimator & HasTree> org.dmg.pmml.mining.MiningModel	ForestUtil.encodeBaseForest(E estimator, org.dmg.pmml.mining.Segmentation.MultipleModelMethod multipleModelMethod, org.dmg.pmml.MiningFunction miningFunction, org.jpmml.converter.Schema schema)

Uses of Estimator in sklearn.ensemble.gradient_boosting

Subclasses of Estimator in sklearn.ensemble.gradient_boosting

Modifier and Type	Class and Description
class	GradientBoostingClassifier
class	GradientBoostingRegressor

Methods in sklearn.ensemble.gradient_boosting with type parameters of type Estimator

Modifier and Type	Method and Description
static <E extends Estimator & HasEstimatorEnsemble<TreeRegressor> & HasTreeOptions> org.dmg.pmml.mining.MiningModel	GradientBoostingUtil.encodeGradientBoosting(E estimator, java.lang.Number initialPrediction, java.lang.Number learningRate, org.jpmml.converter.Schema schema)

Uses of Estimator in sklearn.ensemble.iforest

Subclasses of Estimator in sklearn.ensemble.iforest

Modifier and Type	Class and Description
class	IsolationForest

Uses of Estimator in sklearn.ensemble.weight_boosting

Subclasses of Estimator in sklearn.ensemble.weight_boosting

Modifier and Type	Class and Description
class	AdaBoostRegressor

Uses of Estimator in sklearn.ensemble.voting_classifier

Subclasses of Estimator in sklearn.ensemble.voting_classifier

Modifier and Type	Class and Description
class	VotingClassifier

Uses of Estimator in sklearn.feature_selection

Methods in sklearn.feature_selection that return Estimator

Modifier and Type	Method and Description
Estimator	SelectFromModel.getEstimator()

Uses of Estimator in sklearn.linear_model

Subclasses of Estimator in sklearn.linear_model

Modifier and Type	Class and Description
class	LinearClassifier
class	LinearRegressor

Uses of Estimator in sklearn.linear_model.logistic

Subclasses of Estimator in sklearn.linear_model.logistic

Modifier and Type	Class and Description
class	LogisticRegression

Uses of Estimator in sklearn.linear_model.ridge

Subclasses of Estimator in sklearn.linear_model.ridge

Modifier and Type	Class and Description
class	RidgeClassifier

Uses of Estimator in sklearn.linear_model.stochastic_gradient

Subclasses of Estimator in sklearn.linear_model.stochastic_gradient

Modifier and Type	Class and Description
class	SGDClassifier

Uses of Estimator in sklearn.naive_bayes

Subclasses of Estimator in sklearn.naive_bayes

Modifier and Type	Class and Description
class	GaussianNB

Uses of Estimator in sklearn.neighbors

Subclasses of Estimator in sklearn.neighbors

Modifier and Type	Class and Description
class	KNeighborsClassifier
class	KNeighborsRegressor

Methods in sklearn.neighbors with type parameters of type Estimator

Modifier and Type	Method and Description
static <E extends Estimator & HasNeighbors & HasTrainingData> org.dmg.pmml.nearest_neighbor.NearestNeighborModel	KNeighborsUtil.encodeNeighbors(E estimator, org.dmg.pmml.MiningFunction miningFunction, int numberOfInstances, int numberOfFeatures, org.jpmml.converter.Schema schema)

Uses of Estimator in sklearn.neural_network

Subclasses of Estimator in sklearn.neural_network

Modifier and Type	Class and Description
class	MLPClassifier
class	MLPRegressor

Uses of Estimator in sklearn.svm

Subclasses of Estimator in sklearn.svm

Modifier and Type	Class and Description
class	LibSVMClassifier
class	LibSVMRegressor
class	OneClassSVM

Uses of Estimator in sklearn.tree

Subclasses of Estimator in sklearn.tree

Modifier and Type	Class and Description
class	TreeClassifier
class	TreeRegressor

Methods in sklearn.tree with type parameters of type Estimator

Modifier and Type	Method and Description
static <E extends Estimator & HasTree> org.dmg.pmml.tree.TreeModel	TreeModelUtil.encodeTreeModel(E estimator, org.dmg.pmml.MiningFunction miningFunction, org.jpmml.converter.Schema schema)
static <E extends Estimator & HasTree> org.dmg.pmml.tree.TreeModel	TreeModelUtil.encodeTreeModel(E estimator, org.jpmml.converter.PredicateManager predicateManager, org.dmg.pmml.MiningFunction miningFunction, org.jpmml.converter.Schema schema)
static <E extends Estimator & HasEstimatorEnsemble<T>,T extends Estimator & HasTree> java.util.List<org.dmg.pmml.tree.TreeModel>	TreeModelUtil.encodeTreeModelSegmentation(E estimator, org.dmg.pmml.MiningFunction miningFunction, org.jpmml.converter.Schema schema)
static <E extends Estimator & HasEstimatorEnsemble<T>,T extends Estimator & HasTree> java.util.List<org.dmg.pmml.tree.TreeModel>	TreeModelUtil.encodeTreeModelSegmentation(E estimator, org.dmg.pmml.MiningFunction miningFunction, org.jpmml.converter.Schema schema)
static <E extends Estimator & HasEstimatorEnsemble<T>,T extends Estimator & HasTree> java.util.List<org.dmg.pmml.tree.TreeModel>	TreeModelUtil.encodeTreeModelSegmentation(E estimator, org.jpmml.converter.PredicateManager predicateManager, org.dmg.pmml.MiningFunction miningFunction, org.jpmml.converter.Schema schema)
static <E extends Estimator & HasEstimatorEnsemble<T>,T extends Estimator & HasTree> java.util.List<org.dmg.pmml.tree.TreeModel>	TreeModelUtil.encodeTreeModelSegmentation(E estimator, org.jpmml.converter.PredicateManager predicateManager, org.dmg.pmml.MiningFunction miningFunction, org.jpmml.converter.Schema schema)
static <E extends Estimator & HasTreeOptions,M extends org.dmg.pmml.Model> M	TreeModelUtil.transform(E estimator, M model)

Uses of Estimator in sklearn2pmml

Subclasses of Estimator in sklearn2pmml

Modifier and Type	Class and Description
class	EstimatorProxy

Methods in sklearn2pmml that return Estimator

Modifier and Type	Method and Description
Estimator	EstimatorProxy.getEstimator()
Estimator	PMMLPipeline.getEstimator()

Uses of Estimator in tpot.builtins

Methods in tpot.builtins that return Estimator

Modifier and Type	Method and Description
Estimator	StackingEstimator.getEstimator()

Uses of Estimator in xgboost.sklearn

Subclasses of Estimator in xgboost.sklearn

Modifier and Type	Class and Description
class	XGBClassifier
class	XGBRegressor

Methods in xgboost.sklearn with type parameters of type Estimator

Modifier and Type	Method and Description
static <E extends Estimator & HasBooster & HasXGBoostOptions> org.dmg.pmml.mining.MiningModel	BoosterUtil.encodeBooster(E estimator, org.jpmml.converter.Schema schema)
static <E extends Estimator & HasBooster> int	BoosterUtil.getNumberOfFeatures(E estimator)