Serialized Form

Package sklearn

Class sklearn.Classifier

class Classifier extends Estimator implements Serializable

Class sklearn.Clusterer

class Clusterer extends Estimator implements Serializable

Class sklearn.Composite

class Composite extends Step implements Serializable

Class sklearn.Drop

class Drop extends MultiTransformer implements Serializable

Class sklearn.Estimator

class Estimator extends Step implements Serializable

Class sklearn.Initializer

class Initializer extends MultiTransformer implements Serializable

Class sklearn.LabelEncoderClassifier

class LabelEncoderClassifier extends Classifier implements Serializable

Class sklearn.MultiTransformer

class MultiTransformer extends Transformer implements Serializable

Class sklearn.None

class None extends MultiTransformer implements Serializable

Class sklearn.PassThrough

class PassThrough extends MultiTransformer implements Serializable

Class sklearn.Regressor

class Regressor extends Estimator implements Serializable

Class sklearn.Selector

class Selector extends MultiTransformer implements Serializable

Class sklearn.Step

class Step extends org.jpmml.python.PythonObject implements Serializable

Class sklearn.Transformer

class Transformer extends Step implements Serializable

Package sklearn_pandas

Class sklearn_pandas.CategoricalImputer

class CategoricalImputer extends Transformer implements Serializable

Class sklearn_pandas.DataFrameMapper

class DataFrameMapper extends Initializer implements Serializable

Class sklearn_pandas.TransformerPipeline

class TransformerPipeline extends org.jpmml.python.PythonObject implements Serializable

Package sklearn.cluster

Class sklearn.cluster.KMeans

class KMeans extends Clusterer implements Serializable

Class sklearn.cluster.MiniBatchKMeans

class MiniBatchKMeans extends KMeans implements Serializable

Package sklearn.compose

Class sklearn.compose.ColumnTransformer

class ColumnTransformer extends Initializer implements Serializable

Class sklearn.compose.TransformedTargetRegressor

class TransformedTargetRegressor extends Regressor implements Serializable

Package sklearn.decomposition

Class sklearn.decomposition.BasePCA

class BasePCA extends Transformer implements Serializable

Class sklearn.decomposition.IncrementalPCA

class IncrementalPCA extends PCA implements Serializable

Class sklearn.decomposition.PCA

class PCA extends BasePCA implements Serializable

Class sklearn.decomposition.TruncatedSVD

class TruncatedSVD extends BasePCA implements Serializable

Package sklearn.discriminant_analysis

Class sklearn.discriminant_analysis.LinearDiscriminantAnalysis

class LinearDiscriminantAnalysis extends LinearClassifier implements Serializable

Package sklearn.dummy

Class sklearn.dummy.DummyClassifier

class DummyClassifier extends Classifier implements Serializable

Class sklearn.dummy.DummyRegressor

class DummyRegressor extends Regressor implements Serializable

Package sklearn.ensemble

Class sklearn.ensemble.EnsembleClassifier

class EnsembleClassifier extends Classifier implements Serializable

Class sklearn.ensemble.EnsembleRegressor

class EnsembleRegressor extends Regressor implements Serializable

Package sklearn.ensemble.bagging

Class sklearn.ensemble.bagging.BaggingClassifier

class BaggingClassifier extends EnsembleClassifier implements Serializable

Class sklearn.ensemble.bagging.BaggingRegressor

class BaggingRegressor extends EnsembleRegressor implements Serializable

Package sklearn.ensemble.forest

Class sklearn.ensemble.forest.ForestClassifier

class ForestClassifier extends Classifier implements Serializable

Class sklearn.ensemble.forest.ForestRegressor

class ForestRegressor extends Regressor implements Serializable

Package sklearn.ensemble.gradient_boosting

Class sklearn.ensemble.gradient_boosting.BinomialDeviance

class BinomialDeviance extends LossFunction implements Serializable

Class sklearn.ensemble.gradient_boosting.ExponentialLoss

class ExponentialLoss extends LossFunction implements Serializable

Class sklearn.ensemble.gradient_boosting.GradientBoostingClassifier

class GradientBoostingClassifier extends Classifier implements Serializable

Class sklearn.ensemble.gradient_boosting.GradientBoostingRegressor

class GradientBoostingRegressor extends Regressor implements Serializable

Class sklearn.ensemble.gradient_boosting.LogOddsEstimator

class LogOddsEstimator extends org.jpmml.python.PythonObject implements Serializable

Class sklearn.ensemble.gradient_boosting.LossFunction

class LossFunction extends org.jpmml.python.PythonObject implements Serializable

Class sklearn.ensemble.gradient_boosting.MeanEstimator

class MeanEstimator extends org.jpmml.python.PythonObject implements Serializable

Class sklearn.ensemble.gradient_boosting.MultinomialDeviance

class MultinomialDeviance extends LossFunction implements Serializable

Class sklearn.ensemble.gradient_boosting.PriorProbabilityEstimator

class PriorProbabilityEstimator extends org.jpmml.python.PythonObject implements Serializable

Class sklearn.ensemble.gradient_boosting.QuantileEstimator

class QuantileEstimator extends org.jpmml.python.PythonObject implements Serializable

Class sklearn.ensemble.gradient_boosting.ScaledLogOddsEstimator

class ScaledLogOddsEstimator extends LogOddsEstimator implements Serializable

Class sklearn.ensemble.gradient_boosting.ZeroEstimator

class ZeroEstimator extends org.jpmml.python.PythonObject implements Serializable

Package sklearn.ensemble.hist_gradient_boosting

Class sklearn.ensemble.hist_gradient_boosting.BaseLoss

class BaseLoss extends org.jpmml.python.PythonObject implements Serializable

Class sklearn.ensemble.hist_gradient_boosting.BinaryCrossEntropy

class BinaryCrossEntropy extends BaseLoss implements Serializable

Class sklearn.ensemble.hist_gradient_boosting.BinMapper

class BinMapper extends org.jpmml.python.PythonObject implements Serializable

Class sklearn.ensemble.hist_gradient_boosting.CategoricalCrossEntropy

class CategoricalCrossEntropy extends BaseLoss implements Serializable

Class sklearn.ensemble.hist_gradient_boosting.HistGradientBoostingClassifier

class HistGradientBoostingClassifier extends Classifier implements Serializable

Class sklearn.ensemble.hist_gradient_boosting.HistGradientBoostingRegressor

class HistGradientBoostingRegressor extends Regressor implements Serializable

Class sklearn.ensemble.hist_gradient_boosting.TreePredictor

class TreePredictor extends org.jpmml.python.PythonObject implements Serializable

Package sklearn.ensemble.iforest

Class sklearn.ensemble.iforest.IsolationForest

class IsolationForest extends EnsembleRegressor implements Serializable

Package sklearn.ensemble.stacking

Class sklearn.ensemble.stacking.StackingClassifier

class StackingClassifier extends Classifier implements Serializable

Class sklearn.ensemble.stacking.StackingRegressor

class StackingRegressor extends Regressor implements Serializable

Package sklearn.ensemble.weight_boosting

Class sklearn.ensemble.weight_boosting.AdaBoostRegressor

class AdaBoostRegressor extends EnsembleRegressor implements Serializable

Package sklearn.ensemble.voting

Class sklearn.ensemble.voting.VotingClassifier

class VotingClassifier extends Classifier implements Serializable

Class sklearn.ensemble.voting.VotingRegressor

class VotingRegressor extends Regressor implements Serializable

Package sklearn.feature_extraction

Class sklearn.feature_extraction.DictVectorizer

class DictVectorizer extends Initializer implements Serializable

Package sklearn.feature_extraction.text

Class sklearn.feature_extraction.text.CountVectorizer

class CountVectorizer extends Transformer implements Serializable

Class sklearn.feature_extraction.text.TfidfTransformer

class TfidfTransformer extends org.jpmml.python.PythonObject implements Serializable

Class sklearn.feature_extraction.text.TfidfVectorizer

class TfidfVectorizer extends CountVectorizer implements Serializable

Class sklearn.feature_extraction.text.Tokenizer

class Tokenizer extends org.jpmml.python.PythonObject implements Serializable

Package sklearn.feature_selection

Class sklearn.feature_selection.PySelector

class PySelector extends Selector implements Serializable

Class sklearn.feature_selection.SelectFromModel

class SelectFromModel extends Selector implements Serializable

Class sklearn.feature_selection.SelectKBest

class SelectKBest extends Selector implements Serializable

Package sklearn.impute

Class sklearn.impute.MissingIndicator

class MissingIndicator extends Transformer implements Serializable

Class sklearn.impute.SimpleImputer

class SimpleImputer extends Transformer implements Serializable

Package sklearn.isotonic

Class sklearn.isotonic.IsotonicRegression

class IsotonicRegression extends Regressor implements Serializable

Package sklearn.linear_model

Class sklearn.linear_model.LinearClassifier

class LinearClassifier extends Classifier implements Serializable

Class sklearn.linear_model.LinearRegressor

class LinearRegressor extends Regressor implements Serializable

Package sklearn.linear_model.glm

Class sklearn.linear_model.glm.DistributionBoundary

class DistributionBoundary extends org.jpmml.python.NamedTuple implements Serializable

Class sklearn.linear_model.glm.GeneralizedLinearRegressor

class GeneralizedLinearRegressor extends LinearRegressor implements Serializable

Package sklearn.linear_model.logistic

Class sklearn.linear_model.logistic.LogisticRegression

class LogisticRegression extends LinearClassifier implements Serializable

Package sklearn.linear_model.ridge

Class sklearn.linear_model.ridge.RidgeClassifier

class RidgeClassifier extends LinearClassifier implements Serializable

Package sklearn.linear_model.stochastic_gradient

Class sklearn.linear_model.stochastic_gradient.Hinge

class Hinge extends LossFunction implements Serializable

Class sklearn.linear_model.stochastic_gradient.Log

class Log extends LossFunction implements Serializable

Class sklearn.linear_model.stochastic_gradient.LossFunction

class LossFunction extends org.jpmml.python.CustomPythonObject implements Serializable

Class sklearn.linear_model.stochastic_gradient.ModifiedHuber

class ModifiedHuber extends LossFunction implements Serializable

Class sklearn.linear_model.stochastic_gradient.SGDClassifier

class SGDClassifier extends LinearClassifier implements Serializable

Class sklearn.linear_model.stochastic_gradient.SquaredHinge

class SquaredHinge extends LossFunction implements Serializable

Package sklearn.metrics

Class sklearn.metrics.DistanceMetric

class DistanceMetric extends org.jpmml.python.CustomPythonObject implements Serializable

Package sklearn.model_selection

Class sklearn.model_selection.EstimatorSearcher

class EstimatorSearcher extends org.jpmml.python.PythonObject implements Serializable

Package sklearn.multiclass

Class sklearn.multiclass.OneVsRestClassifier

class OneVsRestClassifier extends Classifier implements Serializable

Package sklearn.naive_bayes

Class sklearn.naive_bayes.GaussianNB

class GaussianNB extends Classifier implements Serializable

Package sklearn.neighbors

Class sklearn.neighbors.BinaryTree

class BinaryTree extends org.jpmml.python.CustomPythonObject implements Serializable

Class sklearn.neighbors.DistanceMetric

class DistanceMetric extends org.jpmml.python.CustomPythonObject implements Serializable

Class sklearn.neighbors.KNeighborsClassifier

class KNeighborsClassifier extends Classifier implements Serializable

Class sklearn.neighbors.KNeighborsRegressor

class KNeighborsRegressor extends Regressor implements Serializable

Package sklearn.neural_network

Class sklearn.neural_network.MLPClassifier

class MLPClassifier extends Classifier implements Serializable

Class sklearn.neural_network.MLPRegressor

class MLPRegressor extends Regressor implements Serializable

Package sklearn.pipeline

Class sklearn.pipeline.FeatureUnion

class FeatureUnion extends MultiTransformer implements Serializable

Class sklearn.pipeline.Pipeline

class Pipeline extends Composite implements Serializable

Class sklearn.pipeline.PipelineClassifier

class PipelineClassifier extends Classifier implements Serializable

Serialized Fields

pipeline

Pipeline pipeline

Class sklearn.pipeline.PipelineRegressor

class PipelineRegressor extends Regressor implements Serializable

Serialized Fields

pipeline

Pipeline pipeline

Class sklearn.pipeline.PipelineTransformer

class PipelineTransformer extends Transformer implements Serializable

Serialized Fields

pipeline

Pipeline pipeline

Package sklearn.preprocessing

Class sklearn.preprocessing.BaseEncoder

class BaseEncoder extends MultiTransformer implements Serializable

Class sklearn.preprocessing.Binarizer

class Binarizer extends Transformer implements Serializable

Class sklearn.preprocessing.FunctionTransformer

class FunctionTransformer extends Transformer implements Serializable

Class sklearn.preprocessing.Imputer

class Imputer extends SimpleImputer implements Serializable

Class sklearn.preprocessing.KBinsDiscretizer

class KBinsDiscretizer extends Transformer implements Serializable

Class sklearn.preprocessing.LabelBinarizer

class LabelBinarizer extends Transformer implements Serializable

Class sklearn.preprocessing.LabelEncoder

class LabelEncoder extends Transformer implements Serializable

Class sklearn.preprocessing.MaxAbsScaler

class MaxAbsScaler extends Transformer implements Serializable

Class sklearn.preprocessing.MinMaxScaler

class MinMaxScaler extends Transformer implements Serializable

Class sklearn.preprocessing.MultiOneHotEncoder

class MultiOneHotEncoder extends BaseEncoder implements Serializable

Class sklearn.preprocessing.OneHotEncoder

class OneHotEncoder extends Transformer implements Serializable

Class sklearn.preprocessing.OrdinalEncoder

class OrdinalEncoder extends BaseEncoder implements Serializable

Class sklearn.preprocessing.PolynomialFeatures

class PolynomialFeatures extends Transformer implements Serializable

Class sklearn.preprocessing.PowerTransformer

class PowerTransformer extends Transformer implements Serializable

Class sklearn.preprocessing.RobustScaler

class RobustScaler extends Transformer implements Serializable

Class sklearn.preprocessing.StandardScaler

class StandardScaler extends Transformer implements Serializable

Package sklearn.svm

Class sklearn.svm.LibSVMClassifier

class LibSVMClassifier extends Classifier implements Serializable

Class sklearn.svm.LibSVMRegressor

class LibSVMRegressor extends Regressor implements Serializable

Class sklearn.svm.LinearSVC

class LinearSVC extends LinearClassifier implements Serializable

Class sklearn.svm.OneClassSVM

class OneClassSVM extends LibSVMRegressor implements Serializable

Package sklearn.tree

Class sklearn.tree.PresortBestSplitter

class PresortBestSplitter extends org.jpmml.python.CustomPythonObject implements Serializable

Class sklearn.tree.RegressionCriterion

class RegressionCriterion extends org.jpmml.python.CustomPythonObject implements Serializable

Class sklearn.tree.Tree

class Tree extends org.jpmml.python.CustomPythonObject implements Serializable

Class sklearn.tree.TreeClassifier

class TreeClassifier extends Classifier implements Serializable

Class sklearn.tree.TreeRegressor

class TreeRegressor extends Regressor implements Serializable

Package sklearn2pmml

Class sklearn2pmml.EstimatorProxy

class EstimatorProxy extends Estimator implements Serializable

Class sklearn2pmml.SelectorProxy

class SelectorProxy extends Selector implements Serializable

Package sklearn2pmml.decoration

Class sklearn2pmml.decoration.Alias

class Alias extends Transformer implements Serializable

Class sklearn2pmml.decoration.CategoricalDomain

class CategoricalDomain extends DiscreteDomain implements Serializable

Class sklearn2pmml.decoration.ContinuousDomain

class ContinuousDomain extends Domain implements Serializable

Class sklearn2pmml.decoration.ContinuousDomainEraser

class ContinuousDomainEraser extends DomainEraser implements Serializable

Class sklearn2pmml.decoration.DateDomain

class DateDomain extends TemporalDomain implements Serializable

Class sklearn2pmml.decoration.DateTimeDomain

class DateTimeDomain extends TemporalDomain implements Serializable

Class sklearn2pmml.decoration.DiscreteDomain

class DiscreteDomain extends Domain implements Serializable

Class sklearn2pmml.decoration.DiscreteDomainEraser

class DiscreteDomainEraser extends DomainEraser implements Serializable

Class sklearn2pmml.decoration.Domain

class Domain extends Transformer implements Serializable

Class sklearn2pmml.decoration.DomainEraser

class DomainEraser extends MultiTransformer implements Serializable

Class sklearn2pmml.decoration.MultiDomain

class MultiDomain extends MultiTransformer implements Serializable

Class sklearn2pmml.decoration.OrdinalDomain

class OrdinalDomain extends DiscreteDomain implements Serializable

Class sklearn2pmml.decoration.TemporalDomain

class TemporalDomain extends Domain implements Serializable

Package sklearn2pmml.ensemble

Class sklearn2pmml.ensemble.GBDTLMRegressor

class GBDTLMRegressor extends Regressor implements Serializable

Class sklearn2pmml.ensemble.GBDTLRClassifier

class GBDTLRClassifier extends Classifier implements Serializable

Class sklearn2pmml.ensemble.SelectFirstClassifier

class SelectFirstClassifier extends Classifier implements Serializable

Class sklearn2pmml.ensemble.SelectFirstRegressor

class SelectFirstRegressor extends Regressor implements Serializable

Package sklearn2pmml.feature_extraction.text

Class sklearn2pmml.feature_extraction.text.Matcher

class Matcher extends Tokenizer implements Serializable

Class sklearn2pmml.feature_extraction.text.Splitter

class Splitter extends Tokenizer implements Serializable

Package sklearn2pmml.feature_selection

Class sklearn2pmml.feature_selection.SelectUnique

class SelectUnique extends Selector implements Serializable

Package sklearn2pmml.neural_network

Class sklearn2pmml.neural_network.MLPTransformer

class MLPTransformer extends Transformer implements Serializable

Package sklearn2pmml.pipeline

Class sklearn2pmml.pipeline.PMMLPipeline

class PMMLPipeline extends Pipeline implements Serializable

Class sklearn2pmml.pipeline.Verification

class Verification extends org.jpmml.python.PythonObject implements Serializable

Package sklearn2pmml.postprocessing

Class sklearn2pmml.postprocessing.BusinessDecisionTransformer

class BusinessDecisionTransformer extends ExpressionTransformer implements Serializable

Package sklearn2pmml.preprocessing

Class sklearn2pmml.preprocessing.Aggregator

class Aggregator extends Transformer implements Serializable

Class sklearn2pmml.preprocessing.CastTransformer

class CastTransformer extends Transformer implements Serializable

Class sklearn2pmml.preprocessing.ConcatTransformer

class ConcatTransformer extends Transformer implements Serializable

Class sklearn2pmml.preprocessing.CutTransformer

class CutTransformer extends Transformer implements Serializable

Class sklearn2pmml.preprocessing.DaysSinceYearTransformer

class DaysSinceYearTransformer extends DurationTransformer implements Serializable

Class sklearn2pmml.preprocessing.DurationTransformer

class DurationTransformer extends Transformer implements Serializable

Class sklearn2pmml.preprocessing.ExpressionTransformer

class ExpressionTransformer extends Transformer implements Serializable

Class sklearn2pmml.preprocessing.FilterLookupTransformer

class FilterLookupTransformer extends LookupTransformer implements Serializable

Class sklearn2pmml.preprocessing.LookupTransformer

class LookupTransformer extends Transformer implements Serializable

Class sklearn2pmml.preprocessing.MatchesTransformer

class MatchesTransformer extends PatternTransformer implements Serializable

Class sklearn2pmml.preprocessing.MultiLookupTransformer

class MultiLookupTransformer extends LookupTransformer implements Serializable

Class sklearn2pmml.preprocessing.PatternTransformer

class PatternTransformer extends Transformer implements Serializable

Class sklearn2pmml.preprocessing.PMMLLabelBinarizer

class PMMLLabelBinarizer extends LabelBinarizer implements Serializable

Class sklearn2pmml.preprocessing.PMMLLabelEncoder

class PMMLLabelEncoder extends LabelEncoder implements Serializable

Class sklearn2pmml.preprocessing.PowerFunctionTransformer

class PowerFunctionTransformer extends Transformer implements Serializable

Class sklearn2pmml.preprocessing.ReplaceTransformer

class ReplaceTransformer extends PatternTransformer implements Serializable

Class sklearn2pmml.preprocessing.SecondsSinceMidnightTransformer

class SecondsSinceMidnightTransformer extends Transformer implements Serializable

Class sklearn2pmml.preprocessing.SecondsSinceYearTransformer

class SecondsSinceYearTransformer extends DurationTransformer implements Serializable

Class sklearn2pmml.preprocessing.StringNormalizer

class StringNormalizer extends Transformer implements Serializable

Class sklearn2pmml.preprocessing.SubstringTransformer

class SubstringTransformer extends Transformer implements Serializable

Class sklearn2pmml.preprocessing.WordCountTransformer

class WordCountTransformer extends Transformer implements Serializable

Package sklearn2pmml.preprocessing.h2o

Class sklearn2pmml.preprocessing.h2o.H2OFrameCreator

class H2OFrameCreator extends MultiTransformer implements Serializable

Package sklearn2pmml.preprocessing.scipy

Class sklearn2pmml.preprocessing.scipy.BSplineTransformer

class BSplineTransformer extends Transformer implements Serializable

Package sklearn2pmml.ruleset

Class sklearn2pmml.ruleset.RuleSetClassifier

class RuleSetClassifier extends Classifier implements Serializable

Package sklearn2pmml.util

Class sklearn2pmml.util.Reshaper

class Reshaper extends MultiTransformer implements Serializable