Uses of Class
sklearn.Step

Packages that use Step

Package	Description
org.jpmml.sklearn
sklearn
sklearn_pandas
sklearn.calibration
sklearn.cluster
sklearn.compose
sklearn.decomposition
sklearn.discriminant_analysis
sklearn.dummy
sklearn.ensemble
sklearn.ensemble.bagging
sklearn.ensemble.forest
sklearn.ensemble.gradient_boosting
sklearn.ensemble.hist_gradient_boosting
sklearn.ensemble.iforest
sklearn.ensemble.stacking
sklearn.ensemble.voting
sklearn.ensemble.weight_boosting
sklearn.feature_extraction
sklearn.feature_extraction.text
sklearn.feature_selection
sklearn.impute
sklearn.isotonic
sklearn.linear_model
sklearn.linear_model.glm
sklearn.linear_model.logistic
sklearn.linear_model.ridge
sklearn.linear_model.stochastic_gradient
sklearn.model_selection
sklearn.multiclass
sklearn.multioutput
sklearn.naive_bayes
sklearn.neighbors
sklearn.neural_network
sklearn.pipeline
sklearn.preprocessing
sklearn.svm
sklearn.tree
sklearn2pmml
sklearn2pmml.cross_reference
sklearn2pmml.decoration
sklearn2pmml.ensemble
sklearn2pmml.expression
sklearn2pmml.feature_selection
sklearn2pmml.neural_network
sklearn2pmml.pipeline
sklearn2pmml.postprocessing
sklearn2pmml.preprocessing
sklearn2pmml.ruleset
sklearn2pmml.tree
sklearn2pmml.util

Uses of Step in org.jpmml.sklearn

Methods in org.jpmml.sklearn with parameters of type Step

Modifier and Type	Method	Description
static java.util.List<java.lang.String>	EncodableUtil.generateFeatureNames(Step step)
static java.util.List<java.lang.String>	EncodableUtil.getOrGenerateFeatureNames(Step step)
java.util.List<org.jpmml.converter.Feature>	SkLearnEncoder.initFeatures(Step step, java.util.List<java.lang.String> names)

Uses of Step in sklearn

Subclasses of Step in sklearn

Modifier and Type	Class	Description
class	Calibrator
class	Classifier
class	Clusterer
class	Composite
class	CompositeClassifier
class	CompositeClusterer
class	CompositeRegressor
class	CompositeTransformer
class	Drop
class	Estimator
class	IdentityTransformer
class	Initializer
class	LabelEncoderClassifier
class	PassThrough
class	Regressor
class	Selector
class	SkLearnClassifier
class	SkLearnClusterer
class	SkLearnRegressor
class	SkLearnTransformer
class	Transformer

Methods in sklearn that return Step

Modifier and Type	Method	Description
Step	CompositeClassifier.getHead()
Step	CompositeClusterer.getHead()
Step	CompositeRegressor.getHead()
Step	CompositeTransformer.getHead()
Step	HasHead.getHead()
static Step	StepUtil.getHead(Step step)
Step	Step.setPMMLName(java.lang.String pmmlName)

Methods in sklearn with parameters of type Step

Modifier and Type	Method	Description
static void	StepUtil.checkNumberOfFeatures(Step step, java.util.List<? extends org.jpmml.converter.Feature> features)
static Step	StepUtil.getHead(Step step)
static HasMultiType	StepUtil.getType(Step step)

Method parameters in sklearn with type arguments of type Step

Modifier and Type	Method	Description
static int	StepUtil.getNumberOfFeatures(java.util.List<? extends Step> steps)

Uses of Step in sklearn_pandas

Subclasses of Step in sklearn_pandas

Modifier and Type	Class	Description
class	CategoricalImputer
class	DataFrameMapper

Uses of Step in sklearn.calibration

Subclasses of Step in sklearn.calibration

Modifier and Type	Class	Description
class	CalibratedClassifier
class	CalibratedClassifierCV
class	SigmoidCalibration

Uses of Step in sklearn.cluster

Subclasses of Step in sklearn.cluster

Modifier and Type	Class	Description
class	KMeans
class	MiniBatchKMeans

Uses of Step in sklearn.compose

Subclasses of Step in sklearn.compose

Modifier and Type	Class	Description
class	ColumnTransformer
class	TransformedTargetRegressor

Uses of Step in sklearn.decomposition

Subclasses of Step in sklearn.decomposition

Modifier and Type	Class	Description
class	BasePCA
class	IncrementalPCA
class	PCA
class	TruncatedSVD

Uses of Step in sklearn.discriminant_analysis

Subclasses of Step in sklearn.discriminant_analysis

Modifier and Type	Class	Description
class	LinearDiscriminantAnalysis

Uses of Step in sklearn.dummy

Subclasses of Step in sklearn.dummy

Modifier and Type	Class	Description
class	DummyClassifier
class	DummyRegressor

Uses of Step in sklearn.ensemble

Subclasses of Step in sklearn.ensemble

Modifier and Type	Class	Description
class	EnsembleClassifier
class	EnsembleRegressor

Uses of Step in sklearn.ensemble.bagging

Subclasses of Step in sklearn.ensemble.bagging

Modifier and Type	Class	Description
class	BaggingClassifier
class	BaggingRegressor

Uses of Step in sklearn.ensemble.forest

Subclasses of Step in sklearn.ensemble.forest

Modifier and Type	Class	Description
class	ForestClassifier
class	ForestRegressor

Uses of Step in sklearn.ensemble.gradient_boosting

Subclasses of Step in sklearn.ensemble.gradient_boosting

Modifier and Type	Class	Description
class	GradientBoostingClassifier
class	GradientBoostingRegressor

Uses of Step in sklearn.ensemble.hist_gradient_boosting

Subclasses of Step in sklearn.ensemble.hist_gradient_boosting

Modifier and Type	Class	Description
class	HistGradientBoostingClassifier
class	HistGradientBoostingRegressor

Uses of Step in sklearn.ensemble.iforest

Subclasses of Step in sklearn.ensemble.iforest

Modifier and Type	Class	Description
class	IsolationForest

Uses of Step in sklearn.ensemble.stacking

Subclasses of Step in sklearn.ensemble.stacking

Modifier and Type	Class	Description
class	StackingClassifier
class	StackingRegressor

Uses of Step in sklearn.ensemble.voting

Subclasses of Step in sklearn.ensemble.voting

Modifier and Type	Class	Description
class	VotingClassifier
class	VotingRegressor

Uses of Step in sklearn.ensemble.weight_boosting

Subclasses of Step in sklearn.ensemble.weight_boosting

Modifier and Type	Class	Description
class	AdaBoostRegressor

Uses of Step in sklearn.feature_extraction

Subclasses of Step in sklearn.feature_extraction

Modifier and Type	Class	Description
class	DictVectorizer

Uses of Step in sklearn.feature_extraction.text

Subclasses of Step in sklearn.feature_extraction.text

Modifier and Type	Class	Description
class	CountVectorizer
class	TfidfVectorizer

Uses of Step in sklearn.feature_selection

Subclasses of Step in sklearn.feature_selection

Modifier and Type	Class	Description
class	SelectFromModel
class	SelectKBest
class	SkLearnSelector

Uses of Step in sklearn.impute

Subclasses of Step in sklearn.impute

Modifier and Type	Class	Description
class	MissingIndicator
class	SimpleImputer

Uses of Step in sklearn.isotonic

Subclasses of Step in sklearn.isotonic

Modifier and Type	Class	Description
class	IsotonicRegression

Uses of Step in sklearn.linear_model

Subclasses of Step in sklearn.linear_model

Modifier and Type	Class	Description
class	LinearClassifier
class	LinearRegressor

Uses of Step in sklearn.linear_model.glm

Subclasses of Step in sklearn.linear_model.glm

Modifier and Type	Class	Description
class	GeneralizedLinearRegressor

Uses of Step in sklearn.linear_model.logistic

Subclasses of Step in sklearn.linear_model.logistic

Modifier and Type	Class	Description
class	LogisticRegression

Uses of Step in sklearn.linear_model.ridge

Subclasses of Step in sklearn.linear_model.ridge

Modifier and Type	Class	Description
class	RidgeClassifier

Uses of Step in sklearn.linear_model.stochastic_gradient

Subclasses of Step in sklearn.linear_model.stochastic_gradient

Modifier and Type	Class	Description
class	SGDClassifier
class	SGDOneClassSVM

Uses of Step in sklearn.model_selection

Subclasses of Step in sklearn.model_selection

Modifier and Type	Class	Description
class	FixedThresholdClassifier
class	TunedThresholdClassifierCV

Uses of Step in sklearn.multiclass

Subclasses of Step in sklearn.multiclass

Modifier and Type	Class	Description
class	OneVsRestClassifier

Uses of Step in sklearn.multioutput

Subclasses of Step in sklearn.multioutput

Modifier and Type	Class	Description
class	ClassifierChain
class	MultiOutputClassifier
class	MultiOutputRegressor
class	RegressorChain

Uses of Step in sklearn.naive_bayes

Subclasses of Step in sklearn.naive_bayes

Modifier and Type	Class	Description
class	GaussianNB

Uses of Step in sklearn.neighbors

Subclasses of Step in sklearn.neighbors

Modifier and Type	Class	Description
class	KNeighborsClassifier
class	KNeighborsRegressor
class	NearestCentroid
class	NearestNeighbors

Uses of Step in sklearn.neural_network

Subclasses of Step in sklearn.neural_network

Modifier and Type	Class	Description
class	MLPClassifier
class	MLPRegressor

Uses of Step in sklearn.pipeline

Subclasses of Step in sklearn.pipeline

Modifier and Type	Class	Description
class	FeatureUnion
class	SkLearnPipeline

Methods in sklearn.pipeline that return Step

Modifier and Type	Method	Description
Step	FeatureUnion.getHead()
Step	SkLearnPipeline.getHead()

Uses of Step in sklearn.preprocessing

Subclasses of Step in sklearn.preprocessing

Modifier and Type	Class	Description
class	BaseEncoder
class	Binarizer
class	FunctionTransformer
class	Imputer
class	KBinsDiscretizer
class	LabelBinarizer
class	LabelEncoder
class	MaxAbsScaler
class	MinMaxScaler
class	MultiOneHotEncoder
class	OneHotEncoder
class	OrdinalEncoder
class	PolynomialFeatures
class	PowerTransformer
class	RobustScaler
class	Scaler
class	SplineTransformer
class	StandardScaler
class	TargetEncoder

Uses of Step in sklearn.svm

Subclasses of Step in sklearn.svm

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

Uses of Step in sklearn.tree

Subclasses of Step in sklearn.tree

Modifier and Type	Class	Description
class	TreeClassifier
class	TreeRegressor

Uses of Step in sklearn2pmml

Classes in sklearn2pmml with type parameters of type Step

Modifier and Type	Interface	Description
interface	HasPMMLName<E extends Step>
interface	HasPMMLOptions<E extends Step>

Subclasses of Step in sklearn2pmml

Modifier and Type	Class	Description
class	EstimatorProxy
class	SelectorProxy

Uses of Step in sklearn2pmml.cross_reference

Subclasses of Step in sklearn2pmml.cross_reference

Modifier and Type	Class	Description
class	Memorizer
class	MemoryManager
class	Recaller

Uses of Step in sklearn2pmml.decoration

Subclasses of Step in sklearn2pmml.decoration

Modifier and Type	Class	Description
class	Alias
class	CategoricalDomain
class	ContinuousDomain
class	ContinuousDomainEraser
class	DateDomain
class	DateTimeDomain
class	Decorator
class	DiscreteDomain
class	DiscreteDomainEraser
class	Domain
class	DomainEraser
class	MultiAlias
class	MultiDomain
class	OrdinalDomain
class	TemporalDomain
class	TransformerWrapper

Uses of Step in sklearn2pmml.ensemble

Subclasses of Step in sklearn2pmml.ensemble

Modifier and Type	Class	Description
class	EstimatorChain
class	GBDTLMRegressor
class	GBDTLRClassifier
class	Link
class	SelectFirstClassifier
class	SelectFirstRegressor

Uses of Step in sklearn2pmml.expression

Subclasses of Step in sklearn2pmml.expression

Modifier and Type	Class	Description
class	ExpressionClassifier
class	ExpressionRegressor

Uses of Step in sklearn2pmml.feature_selection

Subclasses of Step in sklearn2pmml.feature_selection

Modifier and Type	Class	Description
class	SelectUnique

Uses of Step in sklearn2pmml.neural_network

Subclasses of Step in sklearn2pmml.neural_network

Modifier and Type	Class	Description
class	MLPTransformer

Uses of Step in sklearn2pmml.pipeline

Subclasses of Step in sklearn2pmml.pipeline

Modifier and Type	Class	Description
class	PMMLPipeline

Uses of Step in sklearn2pmml.postprocessing

Subclasses of Step in sklearn2pmml.postprocessing

Modifier and Type	Class	Description
class	BusinessDecisionTransformer

Uses of Step in sklearn2pmml.preprocessing

Subclasses of Step in sklearn2pmml.preprocessing

Modifier and Type	Class	Description
class	AggregateTransformer
class	BSplineTransformer
class	CastTransformer
class	ConcatTransformer
class	CutTransformer
class	DataFrameConstructor
class	DateTimeFormatter
class	DaysSinceYearTransformer
class	DurationTransformer
class	ExpressionTransformer
class	FilterLookupTransformer
class	Formatter
class	LagTransformer
class	LookupTransformer
class	MatchesTransformer
class	MultiLookupTransformer
class	NumberFormatter
class	PMMLLabelBinarizer
class	PMMLLabelEncoder
class	PowerFunctionTransformer
class	RegExTransformer
class	ReplaceTransformer
class	RollingAggregateTransformer
class	SecondsSinceMidnightTransformer
class	SecondsSinceYearTransformer
class	SelectFirstTransformer
class	SeriesConstructor
class	StringLengthTransformer
class	StringNormalizer
class	StringTransformer
class	SubstringTransformer
class	WordCountTransformer

Uses of Step in sklearn2pmml.ruleset

Subclasses of Step in sklearn2pmml.ruleset

Modifier and Type	Class	Description
class	RuleSetClassifier

Uses of Step in sklearn2pmml.tree

Subclasses of Step in sklearn2pmml.tree

Modifier and Type	Class	Description
class	CHAIDClassifier
class	CHAIDRegressor

Uses of Step in sklearn2pmml.util

Subclasses of Step in sklearn2pmml.util

Modifier and Type	Class	Description
class	Reshaper
class	Slicer