Uses of Package
sklearn

Packages that use sklearn

Package	Description
org.jpmml.sklearn
sklearn
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.decoration
sklearn2pmml.ensemble
sklearn2pmml.expression
sklearn2pmml.feature_selection
sklearn2pmml.neural_network
sklearn2pmml.pipeline
sklearn2pmml.postprocessing
sklearn2pmml.preprocessing
sklearn2pmml.ruleset
sklearn2pmml.tree
sklearn2pmml.util
sklearn_pandas

Classes in sklearn used by org.jpmml.sklearn

Class and Description
Estimator
Step

Classes in sklearn used by sklearn

Class and Description
Classifier
Clusterer
Composite
Drop
Estimator
HasClasses
HasDecisionFunctionField
HasFeatureNamesIn
HasHead
HasNumberOfFeatures
HasNumberOfOutputs
HasOutlierField
HasPMMLOptions
HasPredictField
HasType
IdentityTransformer
OutlierDetector
PassThrough
Proxy
Regressor
SkLearnRegressor
Step
Transformer

Classes in sklearn used by sklearn.calibration

Class and Description
Calibrator
Classifier
Estimator
HasClasses
HasEstimator
HasFeatureNamesIn
HasNumberOfFeatures
HasNumberOfOutputs
HasPMMLOptions
HasType
Regressor
SkLearnClassifier
SkLearnRegressor
Step

Classes in sklearn used by sklearn.cluster

Class and Description
Clusterer
Estimator
HasFeatureNamesIn
HasNumberOfFeatures
HasNumberOfOutputs
HasPMMLOptions
HasPredictField
HasType
SkLearnClusterer
Step

Classes in sklearn used by sklearn.compose

Class and Description
Estimator
HasFeatureNamesIn
HasNumberOfFeatures
HasNumberOfOutputs
HasPMMLOptions
HasType
Initializer
Regressor
SkLearnRegressor
Step
Transformer

Classes in sklearn used by sklearn.decomposition

Class and Description
HasFeatureNamesIn
HasNumberOfFeatures
HasType
SkLearnTransformer
Step
Transformer

Classes in sklearn used by sklearn.discriminant_analysis

Class and Description
Classifier
Estimator
HasClasses
HasFeatureNamesIn
HasNumberOfFeatures
HasNumberOfOutputs
HasPMMLOptions
HasType
SkLearnClassifier
Step

Classes in sklearn used by sklearn.dummy

Class and Description
Classifier
Estimator
HasClasses
HasDefaultValue
HasFeatureNamesIn
HasNumberOfFeatures
HasNumberOfOutputs
HasPMMLOptions
HasPriorProbability
HasType
Regressor
SkLearnClassifier
SkLearnRegressor
Step

Classes in sklearn used by sklearn.ensemble

Class and Description
Classifier
Estimator
HasClasses
HasEstimatorEnsemble
HasFeatureNamesIn
HasNumberOfFeatures
HasNumberOfOutputs
HasPMMLOptions
HasType
Regressor
SkLearnClassifier
SkLearnRegressor
Step

Classes in sklearn used by sklearn.ensemble.bagging

Class and Description
Classifier
Estimator
HasClasses
HasEstimatorEnsemble
HasFeatureNamesIn
HasNumberOfFeatures
HasNumberOfOutputs
HasPMMLOptions
HasType
Regressor
SkLearnClassifier
SkLearnRegressor
Step

Classes in sklearn used by sklearn.ensemble.forest

Class and Description
Classifier
Estimator
HasClasses
HasEstimatorEnsemble
HasFeatureNamesIn
HasMultiApplyField
HasNumberOfFeatures
HasNumberOfOutputs
HasPMMLOptions
HasType
Regressor
SkLearnClassifier
SkLearnRegressor
Step

Classes in sklearn used by sklearn.ensemble.gradient_boosting

Class and Description
Classifier
Estimator
HasClasses
HasDefaultValue
HasEstimatorEnsemble
HasFeatureNamesIn
HasNumberOfFeatures
HasNumberOfOutputs
HasPMMLOptions
HasPriorProbability
HasType
Regressor
SkLearnClassifier
SkLearnRegressor
Step

Classes in sklearn used by sklearn.ensemble.hist_gradient_boosting

Class and Description
Classifier
Estimator
HasClasses
HasFeatureNamesIn
HasNumberOfFeatures
HasNumberOfOutputs
HasPMMLOptions
HasType
Regressor
SkLearnClassifier
SkLearnRegressor
Step

Classes in sklearn used by sklearn.ensemble.iforest

Class and Description
Estimator
HasDecisionFunctionField
HasEstimatorEnsemble
HasFeatureNamesIn
HasNumberOfFeatures
HasNumberOfOutputs
HasOutlierField
HasPMMLOptions
HasType
OutlierDetector
Regressor
SkLearnRegressor
Step

Classes in sklearn used by sklearn.ensemble.stacking

Class and Description
Classifier
Estimator
HasClasses
HasEstimatorEnsemble
HasFeatureNamesIn
HasNumberOfFeatures
HasNumberOfOutputs
HasPMMLOptions
HasType
Regressor
SkLearnClassifier
SkLearnRegressor
Step

Classes in sklearn used by sklearn.ensemble.voting

Class and Description
Classifier
Estimator
HasClasses
HasEstimatorEnsemble
HasFeatureNamesIn
HasNumberOfFeatures
HasNumberOfOutputs
HasPMMLOptions
HasType
Regressor
SkLearnClassifier
SkLearnRegressor
Step

Classes in sklearn used by sklearn.ensemble.weight_boosting

Class and Description
Estimator
HasEstimatorEnsemble
HasFeatureNamesIn
HasNumberOfFeatures
HasNumberOfOutputs
HasPMMLOptions
HasType
Regressor
SkLearnRegressor
Step

Classes in sklearn used by sklearn.feature_extraction

Class and Description
HasNumberOfFeatures
HasType
Initializer
Step
Transformer

Classes in sklearn used by sklearn.feature_extraction.text

Class and Description
HasFeatureNamesIn
HasNumberOfFeatures
HasType
SkLearnTransformer
Step
Transformer

Classes in sklearn used by sklearn.feature_selection

Class and Description
Estimator
HasEstimator
HasFeatureNamesIn
HasNumberOfFeatures
HasType
Selector
Step
Transformer

Classes in sklearn used by sklearn.impute

Class and Description
HasFeatureNamesIn
HasNumberOfFeatures
HasType
SkLearnTransformer
Step
Transformer

Classes in sklearn used by sklearn.isotonic

Class and Description
Calibrator
Estimator
HasFeatureNamesIn
HasNumberOfFeatures
HasNumberOfOutputs
HasPMMLOptions
HasType
Regressor
SkLearnRegressor
Step

Classes in sklearn used by sklearn.linear_model

Class and Description
Classifier
Estimator
HasClasses
HasFeatureNamesIn
HasNumberOfFeatures
HasNumberOfOutputs
HasPMMLOptions
HasType
Regressor
SkLearnClassifier
SkLearnRegressor
Step

Classes in sklearn used by sklearn.linear_model.glm

Class and Description
Estimator
HasFeatureNamesIn
HasNumberOfFeatures
HasNumberOfOutputs
HasPMMLOptions
HasType
Regressor
SkLearnRegressor
Step

Classes in sklearn used by sklearn.linear_model.logistic

Class and Description
Classifier
Estimator
HasClasses
HasFeatureNamesIn
HasNumberOfFeatures
HasNumberOfOutputs
HasPMMLOptions
HasType
SkLearnClassifier
Step

Classes in sklearn used by sklearn.linear_model.ridge

Class and Description
Classifier
Estimator
HasClasses
HasFeatureNamesIn
HasNumberOfFeatures
HasNumberOfOutputs
HasPMMLOptions
HasType
SkLearnClassifier
Step

Classes in sklearn used by sklearn.linear_model.stochastic_gradient

Class and Description
Classifier
Estimator
HasClasses
HasDecisionFunctionField
HasFeatureNamesIn
HasNumberOfFeatures
HasNumberOfOutputs
HasOutlierField
HasPMMLOptions
HasType
OutlierDetector
Regressor
SkLearnClassifier
SkLearnRegressor
Step

Classes in sklearn used by sklearn.model_selection

Class and Description
Estimator

Classes in sklearn used by sklearn.multiclass

Class and Description
Classifier
Estimator
HasClasses
HasEstimatorEnsemble
HasFeatureNamesIn
HasNumberOfFeatures
HasNumberOfOutputs
HasPMMLOptions
HasType
SkLearnClassifier
Step

Classes in sklearn used by sklearn.multioutput

Class and Description
Classifier
Estimator
HasClasses
HasFeatureNamesIn
HasNumberOfFeatures
HasNumberOfOutputs
HasPMMLOptions
HasType
Regressor
SkLearnClassifier
SkLearnRegressor
Step

Classes in sklearn used by sklearn.naive_bayes

Class and Description
Classifier
Estimator
HasClasses
HasFeatureNamesIn
HasNumberOfFeatures
HasNumberOfOutputs
HasPMMLOptions
HasType
SkLearnClassifier
Step

Classes in sklearn used by sklearn.neighbors

Class and Description
Classifier
Clusterer
Estimator
HasClasses
HasFeatureNamesIn
HasNumberOfFeatures
HasNumberOfOutputs
HasPMMLOptions
HasPredictField
HasType
Regressor
SkLearnClassifier
SkLearnClusterer
SkLearnRegressor
Step

Classes in sklearn used by sklearn.neural_network

Class and Description
Classifier
Estimator
HasClasses
HasFeatureNamesIn
HasNumberOfFeatures
HasNumberOfOutputs
HasPMMLOptions
HasType
Regressor
SkLearnClassifier
SkLearnRegressor
Step

Classes in sklearn used by sklearn.pipeline

Class and Description
Composite
Estimator
HasFeatureNamesIn
HasHead
HasNumberOfFeatures
HasPMMLOptions
HasType
SkLearnTransformer
Step
Transformer

Classes in sklearn used by sklearn.preprocessing

Class and Description
HasFeatureNamesIn
HasNumberOfFeatures
HasType
SkLearnTransformer
Step
Transformer

Classes in sklearn used by sklearn.svm

Class and Description
Classifier
Estimator
HasClasses
HasDecisionFunctionField
HasFeatureNamesIn
HasNumberOfFeatures
HasNumberOfOutputs
HasOutlierField
HasPMMLOptions
HasType
OutlierDetector
Regressor
SkLearnClassifier
SkLearnRegressor
Step

Classes in sklearn used by sklearn.tree

Class and Description
Classifier
Estimator
HasApplyField
HasClasses
HasEstimatorEnsemble
HasFeatureNamesIn
HasNumberOfFeatures
HasNumberOfOutputs
HasPMMLOptions
HasType
Regressor
SkLearnClassifier
SkLearnRegressor
Step

Classes in sklearn used by sklearn2pmml

Class and Description
Estimator
HasClasses
HasEstimator
HasFeatureNamesIn
HasNumberOfFeatures
HasNumberOfOutputs
HasPMMLOptions
HasType
Proxy
Selector
Step
Transformer

Classes in sklearn used by sklearn2pmml.decoration

Class and Description
HasNumberOfFeatures
HasType
Step
Transformer

Classes in sklearn used by sklearn2pmml.ensemble

Class and Description
Classifier
Estimator
HasClasses
HasEstimator
HasEstimatorEnsemble
HasNumberOfFeatures
HasNumberOfOutputs
HasPMMLOptions
HasType
Regressor
Step

Classes in sklearn used by sklearn2pmml.expression

Class and Description
Classifier
Estimator
HasClasses
HasNumberOfFeatures
HasNumberOfOutputs
HasPMMLOptions
HasType
Regressor
Step

Classes in sklearn used by sklearn2pmml.feature_selection

Class and Description
HasNumberOfFeatures
HasType
Selector
Step
Transformer

Classes in sklearn used by sklearn2pmml.neural_network

Class and Description
HasNumberOfFeatures
HasType
Step
Transformer

Classes in sklearn used by sklearn2pmml.pipeline

Class and Description
Composite
Estimator
HasFeatureNamesIn
HasHead
HasNumberOfFeatures
HasPMMLOptions
HasType
Step
Transformer

Classes in sklearn used by sklearn2pmml.postprocessing

Class and Description
HasNumberOfFeatures
HasType
Step
Transformer

Classes in sklearn used by sklearn2pmml.preprocessing

Class and Description
HasFeatureNamesIn
HasNumberOfFeatures
HasType
Initializer
SkLearnTransformer
Step
Transformer

Classes in sklearn used by sklearn2pmml.ruleset

Class and Description
Classifier
Estimator
HasClasses
HasNumberOfFeatures
HasNumberOfOutputs
HasPMMLOptions
HasType
Step

Classes in sklearn used by sklearn2pmml.tree

Class and Description
Classifier
Estimator
HasApplyField
HasClasses
HasNumberOfFeatures
HasNumberOfOutputs
HasPMMLOptions
HasType
Regressor
Step

Classes in sklearn used by sklearn2pmml.util

Class and Description
HasNumberOfFeatures
HasType
IdentityTransformer
Step
Transformer

Classes in sklearn used by sklearn_pandas

Class and Description
HasNumberOfFeatures
HasType
Initializer
Step
Transformer