Serialized Form

Package chaid

Class chaid.Column extends org.jpmml.python.PythonObject implements Serializable

Class chaid.ContinuousColumn extends Column implements Serializable

Class chaid.InvalidSplitReason extends org.jpmml.python.PythonEnum implements Serializable

Class chaid.Node extends org.jpmml.python.PythonObject implements Serializable

Class chaid.NominalColumn extends Column implements Serializable

Class chaid.Split extends org.jpmml.python.PythonObject implements Serializable

Package org.jpmml.sklearn

Class org.jpmml.sklearn.SkLearnException extends org.jpmml.python.PythonException implements Serializable

Package pandas

Class pandas.NDArrayBacked extends org.jpmml.python.CythonObject implements Serializable

Package scipy.interpolate

Class scipy.interpolate.BSpline extends org.jpmml.python.PythonObject implements Serializable

Package sklearn

Class sklearn.Calibrator extends SkLearnRegressor implements Serializable

Class sklearn.Classifier extends Estimator implements Serializable

Class sklearn.Clusterer extends Estimator implements Serializable

Class sklearn.Composite extends Step implements Serializable

Class sklearn.CompositeClassifier extends Classifier implements Serializable

Serialized Fields

composite

Composite composite

Class sklearn.CompositeClusterer extends Clusterer implements Serializable

Serialized Fields

composite

Composite composite

Class sklearn.CompositeRegressor extends Regressor implements Serializable

Serialized Fields

composite

Composite composite

Class sklearn.CompositeTransformer extends Transformer implements Serializable

Serialized Fields

composite

Composite composite

Class sklearn.Drop extends Transformer implements Serializable

Class sklearn.Estimator extends Step implements Serializable

Class sklearn.IdentityTransformer extends Transformer implements Serializable

Class sklearn.Initializer extends Transformer implements Serializable

Class sklearn.LabelEncoderClassifier extends Classifier implements Serializable

Class sklearn.PassThrough extends IdentityTransformer implements Serializable

Class sklearn.Regressor extends Estimator implements Serializable

Class sklearn.Selector extends Transformer implements Serializable

Class sklearn.SkLearnClassifier extends Classifier implements Serializable

Class sklearn.SkLearnClusterer extends Clusterer implements Serializable

Class sklearn.SkLearnRegressor extends Regressor implements Serializable

Class sklearn.SkLearnTransformer extends Transformer implements Serializable

Class sklearn.Step extends org.jpmml.python.PythonObject implements Serializable

Class sklearn.Transformer extends Step implements Serializable

Package sklearn_pandas

Class sklearn_pandas.CategoricalImputer extends Transformer implements Serializable

Class sklearn_pandas.DataFrameMapper extends Initializer implements Serializable

Class sklearn_pandas.TransformerPipeline extends org.jpmml.python.PythonObject implements Serializable

Package sklearn.calibration

Class sklearn.calibration.CalibratedClassifier extends SkLearnClassifier implements Serializable

Class sklearn.calibration.CalibratedClassifierCV extends SkLearnClassifier implements Serializable

Class sklearn.calibration.SigmoidCalibration extends Calibrator implements Serializable

Package sklearn.cluster

Class sklearn.cluster.KMeans extends SkLearnClusterer implements Serializable

Class sklearn.cluster.MiniBatchKMeans extends KMeans implements Serializable

Package sklearn.compose

Class sklearn.compose.ColumnTransformer extends Initializer implements Serializable

Class sklearn.compose.RemainderColsList extends org.jpmml.python.PythonObject implements Serializable

Class sklearn.compose.TransformedTargetRegressor extends SkLearnRegressor implements Serializable

Package sklearn.decomposition

Class sklearn.decomposition.BasePCA extends SkLearnTransformer implements Serializable

Class sklearn.decomposition.IncrementalPCA extends PCA implements Serializable

Class sklearn.decomposition.PCA extends BasePCA implements Serializable

Class sklearn.decomposition.TruncatedSVD extends BasePCA implements Serializable

Package sklearn.discriminant_analysis

Class sklearn.discriminant_analysis.LinearDiscriminantAnalysis extends LinearClassifier implements Serializable

Package sklearn.dummy

Class sklearn.dummy.DummyClassifier extends SkLearnClassifier implements Serializable

Class sklearn.dummy.DummyRegressor extends SkLearnRegressor implements Serializable

Package sklearn.ensemble

Class sklearn.ensemble.EnsembleClassifier extends SkLearnClassifier implements Serializable

Class sklearn.ensemble.EnsembleRegressor extends SkLearnRegressor implements Serializable

Package sklearn.ensemble.bagging

Class sklearn.ensemble.bagging.BaggingClassifier extends EnsembleClassifier implements Serializable

Class sklearn.ensemble.bagging.BaggingRegressor extends EnsembleRegressor implements Serializable

Package sklearn.ensemble.forest

Class sklearn.ensemble.forest.ForestClassifier extends SkLearnClassifier implements Serializable

Class sklearn.ensemble.forest.ForestRegressor extends SkLearnRegressor implements Serializable

Package sklearn.ensemble.gradient_boosting

Class sklearn.ensemble.gradient_boosting.BinomialDeviance extends LossFunction implements Serializable

Class sklearn.ensemble.gradient_boosting.ExponentialLoss extends LossFunction implements Serializable

Class sklearn.ensemble.gradient_boosting.GradientBoostingClassifier extends SkLearnClassifier implements Serializable

Class sklearn.ensemble.gradient_boosting.GradientBoostingRegressor extends SkLearnRegressor implements Serializable

Class sklearn.ensemble.gradient_boosting.LogOddsEstimator extends org.jpmml.python.PythonObject implements Serializable

Class sklearn.ensemble.gradient_boosting.LossFunction extends org.jpmml.python.PythonObject implements Serializable

Class sklearn.ensemble.gradient_boosting.MeanEstimator extends org.jpmml.python.PythonObject implements Serializable

Class sklearn.ensemble.gradient_boosting.MultinomialDeviance extends LossFunction implements Serializable

Class sklearn.ensemble.gradient_boosting.PriorProbabilityEstimator extends org.jpmml.python.PythonObject implements Serializable

Class sklearn.ensemble.gradient_boosting.QuantileEstimator extends org.jpmml.python.PythonObject implements Serializable

Class sklearn.ensemble.gradient_boosting.ScaledLogOddsEstimator extends LogOddsEstimator implements Serializable

Class sklearn.ensemble.gradient_boosting.ZeroEstimator extends org.jpmml.python.PythonObject implements Serializable

Package sklearn.ensemble.hist_gradient_boosting

Class sklearn.ensemble.hist_gradient_boosting.BaseLoss extends org.jpmml.python.PythonObject implements Serializable

Class sklearn.ensemble.hist_gradient_boosting.BinaryCrossEntropy extends BaseLoss implements Serializable

Class sklearn.ensemble.hist_gradient_boosting.BinMapper extends org.jpmml.python.PythonObject implements Serializable

Class sklearn.ensemble.hist_gradient_boosting.CategoricalCrossEntropy extends BaseLoss implements Serializable

Class sklearn.ensemble.hist_gradient_boosting.HistGradientBoostingClassifier extends SkLearnClassifier implements Serializable

Class sklearn.ensemble.hist_gradient_boosting.HistGradientBoostingRegressor extends SkLearnRegressor implements Serializable

Class sklearn.ensemble.hist_gradient_boosting.TreePredictor extends org.jpmml.python.PythonObject implements Serializable

Package sklearn.ensemble.iforest

Class sklearn.ensemble.iforest.IsolationForest extends EnsembleRegressor implements Serializable

Package sklearn.ensemble.stacking

Class sklearn.ensemble.stacking.StackingClassifier extends SkLearnClassifier implements Serializable

Class sklearn.ensemble.stacking.StackingRegressor extends SkLearnRegressor implements Serializable

Package sklearn.ensemble.voting

Class sklearn.ensemble.voting.VotingClassifier extends SkLearnClassifier implements Serializable

Class sklearn.ensemble.voting.VotingRegressor extends SkLearnRegressor implements Serializable

Package sklearn.ensemble.weight_boosting

Class sklearn.ensemble.weight_boosting.AdaBoostRegressor extends EnsembleRegressor implements Serializable

Package sklearn.feature_extraction

Class sklearn.feature_extraction.DictVectorizer extends Initializer implements Serializable

Package sklearn.feature_extraction.text

Class sklearn.feature_extraction.text.CountVectorizer extends SkLearnTransformer implements Serializable

Class sklearn.feature_extraction.text.TfidfTransformer extends org.jpmml.python.PythonObject implements Serializable

Class sklearn.feature_extraction.text.TfidfVectorizer extends CountVectorizer implements Serializable

Class sklearn.feature_extraction.text.Tokenizer extends org.jpmml.python.PythonObject implements Serializable

Package sklearn.feature_selection

Class sklearn.feature_selection.SelectFromModel extends SkLearnSelector implements Serializable

Class sklearn.feature_selection.SelectKBest extends SkLearnSelector implements Serializable

Class sklearn.feature_selection.SkLearnSelector extends Selector implements Serializable

Package sklearn.impute

Class sklearn.impute.MissingIndicator extends SkLearnTransformer implements Serializable

Class sklearn.impute.SimpleImputer extends SkLearnTransformer implements Serializable

Package sklearn.isotonic

Class sklearn.isotonic.IsotonicRegression extends Calibrator implements Serializable

Package sklearn.linear_model

Class sklearn.linear_model.LinearClassifier extends SkLearnClassifier implements Serializable

Class sklearn.linear_model.LinearRegressor extends SkLearnRegressor implements Serializable

Package sklearn.linear_model.glm

Class sklearn.linear_model.glm.DistributionBoundary extends org.jpmml.python.NamedTuple implements Serializable

Class sklearn.linear_model.glm.GeneralizedLinearRegressor extends LinearRegressor implements Serializable

Package sklearn.linear_model.logistic

Class sklearn.linear_model.logistic.LogisticRegression extends LinearClassifier implements Serializable

Package sklearn.linear_model.ridge

Class sklearn.linear_model.ridge.RidgeClassifier extends LinearClassifier implements Serializable

Package sklearn.linear_model.stochastic_gradient

Class sklearn.linear_model.stochastic_gradient.Hinge extends LossFunction implements Serializable

Class sklearn.linear_model.stochastic_gradient.Log extends LossFunction implements Serializable

Class sklearn.linear_model.stochastic_gradient.LossFunction extends org.jpmml.python.CythonObject implements Serializable

Class sklearn.linear_model.stochastic_gradient.ModifiedHuber extends LossFunction implements Serializable

Class sklearn.linear_model.stochastic_gradient.SGDClassifier extends LinearClassifier implements Serializable

Class sklearn.linear_model.stochastic_gradient.SGDOneClassSVM extends SkLearnRegressor implements Serializable

Class sklearn.linear_model.stochastic_gradient.SquaredHinge extends LossFunction implements Serializable

Package sklearn.loss

Class sklearn.loss.BaseLoss extends org.jpmml.python.PythonObject implements Serializable

Class sklearn.loss.CyLossFunction extends org.jpmml.python.CythonObject implements Serializable

Class sklearn.loss.HalfBinomialLoss extends BaseLoss implements Serializable

Class sklearn.loss.HalfLogitLink extends Link implements Serializable

Class sklearn.loss.HalfMultinomialLoss extends BaseLoss implements Serializable

Class sklearn.loss.Link extends org.jpmml.python.PythonObject implements Serializable

Class sklearn.loss.LogitLink extends Link implements Serializable

Class sklearn.loss.MultinomialLogit extends Link implements Serializable

Package sklearn.metrics

Class sklearn.metrics.DistanceMetric extends org.jpmml.python.CythonObject implements Serializable

Package sklearn.model_selection

Class sklearn.model_selection.EstimatorSearcher extends org.jpmml.python.PythonObject implements Serializable

Class sklearn.model_selection.FixedThresholdClassifier extends SkLearnClassifier implements Serializable

Class sklearn.model_selection.TunedThresholdClassifierCV extends SkLearnClassifier implements Serializable

Package sklearn.multiclass

Class sklearn.multiclass.OneVsRestClassifier extends SkLearnClassifier implements Serializable

Package sklearn.multioutput

Class sklearn.multioutput.ClassifierChain extends SkLearnClassifier implements Serializable

Class sklearn.multioutput.MultiOutputClassifier extends SkLearnClassifier implements Serializable

Class sklearn.multioutput.MultiOutputRegressor extends SkLearnRegressor implements Serializable

Class sklearn.multioutput.RegressorChain extends SkLearnRegressor implements Serializable

Package sklearn.naive_bayes

Class sklearn.naive_bayes.GaussianNB extends SkLearnClassifier implements Serializable

Package sklearn.neighbors

Class sklearn.neighbors.BinaryTree extends org.jpmml.python.CythonObject implements Serializable

Class sklearn.neighbors.DistanceMetric extends org.jpmml.python.CythonObject implements Serializable

Class sklearn.neighbors.KNeighborsClassifier extends SkLearnClassifier implements Serializable

Class sklearn.neighbors.KNeighborsRegressor extends SkLearnRegressor implements Serializable

Class sklearn.neighbors.NearestCentroid extends SkLearnClassifier implements Serializable

Class sklearn.neighbors.NearestNeighbors extends SkLearnClusterer implements Serializable

Package sklearn.neural_network

Class sklearn.neural_network.MLPClassifier extends SkLearnClassifier implements Serializable

Class sklearn.neural_network.MLPRegressor extends SkLearnRegressor implements Serializable

Package sklearn.pipeline

Class sklearn.pipeline.FeatureUnion extends SkLearnTransformer implements Serializable

Class sklearn.pipeline.SkLearnPipeline extends Composite implements Serializable

Package sklearn.preprocessing

Class sklearn.preprocessing.BaseEncoder extends SkLearnTransformer implements Serializable

Class sklearn.preprocessing.Binarizer extends SkLearnTransformer implements Serializable

Class sklearn.preprocessing.FunctionTransformer extends SkLearnTransformer implements Serializable

Class sklearn.preprocessing.Imputer extends SimpleImputer implements Serializable

Class sklearn.preprocessing.KBinsDiscretizer extends SkLearnTransformer implements Serializable

Class sklearn.preprocessing.LabelBinarizer extends SkLearnTransformer implements Serializable

Class sklearn.preprocessing.LabelEncoder extends SkLearnTransformer implements Serializable

Class sklearn.preprocessing.MaxAbsScaler extends Scaler implements Serializable

Class sklearn.preprocessing.MinMaxScaler extends Scaler implements Serializable

Class sklearn.preprocessing.MultiOneHotEncoder extends BaseEncoder implements Serializable

Class sklearn.preprocessing.OneHotEncoder extends SkLearnTransformer implements Serializable

Class sklearn.preprocessing.OrdinalEncoder extends BaseEncoder implements Serializable

Class sklearn.preprocessing.PolynomialFeatures extends SkLearnTransformer implements Serializable

Class sklearn.preprocessing.PowerTransformer extends SkLearnTransformer implements Serializable

Class sklearn.preprocessing.RobustScaler extends Scaler implements Serializable

Class sklearn.preprocessing.Scaler extends SkLearnTransformer implements Serializable

Class sklearn.preprocessing.SplineTransformer extends SkLearnTransformer implements Serializable

Class sklearn.preprocessing.StandardScaler extends Scaler implements Serializable

Class sklearn.preprocessing.TargetEncoder extends BaseEncoder implements Serializable

Package sklearn.svm

Class sklearn.svm.LibSVMClassifier extends SkLearnClassifier implements Serializable

Class sklearn.svm.LibSVMRegressor extends SkLearnRegressor implements Serializable

Class sklearn.svm.LinearSVC extends LinearClassifier implements Serializable

Class sklearn.svm.OneClassSVM extends LibSVMRegressor implements Serializable

Package sklearn.tree

Class sklearn.tree.ClassificationCriterion extends Criterion implements Serializable

Class sklearn.tree.Criterion extends org.jpmml.python.CythonObject implements Serializable

Class sklearn.tree.DepthFirstTreeBuilder extends TreeBuilder implements Serializable

Class sklearn.tree.PresortBestSplitter extends org.jpmml.python.CythonObject implements Serializable

Class sklearn.tree.RegressionCriterion extends Criterion implements Serializable

Class sklearn.tree.Tree extends org.jpmml.python.CythonObject implements Serializable

Class sklearn.tree.TreeBuilder extends org.jpmml.python.CythonObject implements Serializable

Class sklearn.tree.TreeClassifier extends SkLearnClassifier implements Serializable

Class sklearn.tree.TreeRegressor extends SkLearnRegressor implements Serializable

Package sklearn2pmml

Class sklearn2pmml.Customization extends org.jpmml.python.PythonObject implements Serializable

Class sklearn2pmml.EstimatorProxy extends Estimator implements Serializable

Class sklearn2pmml.SelectorProxy extends Selector implements Serializable

Package sklearn2pmml.cross_reference

Class sklearn2pmml.cross_reference.Memorizer extends MemoryManager implements Serializable

Class sklearn2pmml.cross_reference.MemoryManager extends Transformer implements Serializable

Class sklearn2pmml.cross_reference.Recaller extends MemoryManager implements Serializable

Package sklearn2pmml.decoration

Class sklearn2pmml.decoration.Alias extends TransformerWrapper implements Serializable

Class sklearn2pmml.decoration.CategoricalDomain extends DiscreteDomain implements Serializable

Class sklearn2pmml.decoration.ContinuousDomain extends Domain implements Serializable

Class sklearn2pmml.decoration.ContinuousDomainEraser extends DomainEraser implements Serializable

Class sklearn2pmml.decoration.DateDomain extends TemporalDomain implements Serializable

Class sklearn2pmml.decoration.DateTimeDomain extends TemporalDomain implements Serializable

Class sklearn2pmml.decoration.Decorator extends Transformer implements Serializable

Class sklearn2pmml.decoration.DiscreteDomain extends Domain implements Serializable

Class sklearn2pmml.decoration.DiscreteDomainEraser extends DomainEraser implements Serializable

Class sklearn2pmml.decoration.Domain extends Decorator implements Serializable

Class sklearn2pmml.decoration.DomainEraser extends Decorator implements Serializable

Class sklearn2pmml.decoration.MultiAlias extends TransformerWrapper implements Serializable

Class sklearn2pmml.decoration.MultiDomain extends Decorator implements Serializable

Class sklearn2pmml.decoration.OrdinalDomain extends DiscreteDomain implements Serializable

Class sklearn2pmml.decoration.TemporalDomain extends Domain implements Serializable

Class sklearn2pmml.decoration.TransformerWrapper extends Transformer implements Serializable

Package sklearn2pmml.ensemble

Class sklearn2pmml.ensemble.EstimatorChain extends Estimator implements Serializable

Class sklearn2pmml.ensemble.GBDTLMRegressor extends Regressor implements Serializable

Class sklearn2pmml.ensemble.GBDTLRClassifier extends Classifier implements Serializable

Class sklearn2pmml.ensemble.Link extends Estimator implements Serializable

Class sklearn2pmml.ensemble.SelectFirstClassifier extends Classifier implements Serializable

Class sklearn2pmml.ensemble.SelectFirstRegressor extends Regressor implements Serializable

Package sklearn2pmml.expression

Class sklearn2pmml.expression.ExpressionClassifier extends Classifier implements Serializable

Class sklearn2pmml.expression.ExpressionRegressor extends Regressor implements Serializable

Package sklearn2pmml.feature_extraction.text

Class sklearn2pmml.feature_extraction.text.Matcher extends Tokenizer implements Serializable

Class sklearn2pmml.feature_extraction.text.Splitter extends Tokenizer implements Serializable

Package sklearn2pmml.feature_selection

Class sklearn2pmml.feature_selection.SelectUnique extends Selector implements Serializable

Package sklearn2pmml.neural_network

Class sklearn2pmml.neural_network.MLPTransformer extends Transformer implements Serializable

Package sklearn2pmml.pipeline

Class sklearn2pmml.pipeline.PMMLPipeline extends SkLearnPipeline implements Serializable

Class sklearn2pmml.pipeline.Verification extends org.jpmml.python.PythonObject implements Serializable

Package sklearn2pmml.postprocessing

Class sklearn2pmml.postprocessing.BusinessDecisionTransformer extends Transformer implements Serializable

Package sklearn2pmml.preprocessing

Class sklearn2pmml.preprocessing.AggregateTransformer extends Transformer implements Serializable

Class sklearn2pmml.preprocessing.BSplineTransformer extends Transformer implements Serializable

Class sklearn2pmml.preprocessing.CastTransformer extends Transformer implements Serializable

Class sklearn2pmml.preprocessing.ConcatTransformer extends Transformer implements Serializable

Class sklearn2pmml.preprocessing.CutTransformer extends Transformer implements Serializable

Class sklearn2pmml.preprocessing.DataFrameConstructor extends Initializer implements Serializable

Class sklearn2pmml.preprocessing.DateTimeFormatter extends Formatter implements Serializable

Class sklearn2pmml.preprocessing.DaysSinceYearTransformer extends DurationTransformer implements Serializable

Class sklearn2pmml.preprocessing.DurationTransformer extends Transformer implements Serializable

Class sklearn2pmml.preprocessing.ExpressionTransformer extends Transformer implements Serializable

Class sklearn2pmml.preprocessing.FilterLookupTransformer extends LookupTransformer implements Serializable

Class sklearn2pmml.preprocessing.Formatter extends Transformer implements Serializable

Class sklearn2pmml.preprocessing.LagTransformer extends Transformer implements Serializable

Class sklearn2pmml.preprocessing.LookupTransformer extends Transformer implements Serializable

Class sklearn2pmml.preprocessing.MatchesTransformer extends RegExTransformer implements Serializable

Class sklearn2pmml.preprocessing.MultiLookupTransformer extends LookupTransformer implements Serializable

Class sklearn2pmml.preprocessing.NumberFormatter extends Formatter implements Serializable

Class sklearn2pmml.preprocessing.PMMLLabelBinarizer extends LabelBinarizer implements Serializable

Class sklearn2pmml.preprocessing.PMMLLabelEncoder extends LabelEncoder implements Serializable

Class sklearn2pmml.preprocessing.PowerFunctionTransformer extends Transformer implements Serializable

Class sklearn2pmml.preprocessing.RegExTransformer extends Transformer implements Serializable

Class sklearn2pmml.preprocessing.ReplaceTransformer extends RegExTransformer implements Serializable

Class sklearn2pmml.preprocessing.RollingAggregateTransformer extends Transformer implements Serializable

Class sklearn2pmml.preprocessing.SecondsSinceMidnightTransformer extends Transformer implements Serializable

Class sklearn2pmml.preprocessing.SecondsSinceYearTransformer extends DurationTransformer implements Serializable

Class sklearn2pmml.preprocessing.SelectFirstTransformer extends Transformer implements Serializable

Class sklearn2pmml.preprocessing.SeriesConstructor extends Transformer implements Serializable

Class sklearn2pmml.preprocessing.StringLengthTransformer extends StringTransformer implements Serializable

Class sklearn2pmml.preprocessing.StringNormalizer extends StringTransformer implements Serializable

Class sklearn2pmml.preprocessing.StringTransformer extends Transformer implements Serializable

Class sklearn2pmml.preprocessing.SubstringTransformer extends StringTransformer implements Serializable

Class sklearn2pmml.preprocessing.WordCountTransformer extends StringTransformer implements Serializable

Package sklearn2pmml.ruleset

Class sklearn2pmml.ruleset.RuleSetClassifier extends Classifier implements Serializable

Package sklearn2pmml.tree

Class sklearn2pmml.tree.CHAIDClassifier extends Classifier implements Serializable

Class sklearn2pmml.tree.CHAIDRegressor extends Regressor implements Serializable

Package sklearn2pmml.util

Class sklearn2pmml.util.Evaluatable extends org.jpmml.python.PythonObject implements Serializable

Class sklearn2pmml.util.Expression extends Evaluatable<org.dmg.pmml.Expression> implements Serializable

Class sklearn2pmml.util.Predicate extends Evaluatable<org.dmg.pmml.Predicate> implements Serializable

Class sklearn2pmml.util.Reshaper extends IdentityTransformer implements Serializable

Class sklearn2pmml.util.Slicer extends Transformer implements Serializable