Serialized Form

Package category_encoders

Class category_encoders.BaseNEncoder extends CategoryEncoder implements Serializable

Class category_encoders.BinaryEncoder extends CategoryEncoder implements Serializable

Class category_encoders.CategoryEncoder extends Transformer implements Serializable

Class category_encoders.CategoryEncoder.Mapping extends org.jpmml.python.PythonObject implements Serializable

Class category_encoders.OrdinalEncoder extends CategoryEncoder implements Serializable

Package h2o.estimators

Class h2o.estimators.BaseEstimator extends Estimator implements Serializable

Serialized Fields

mojoModel

hex.genmodel.MojoModel mojoModel

Package lightgbm.sklearn

Class lightgbm.sklearn.Booster extends org.jpmml.python.PythonObject implements Serializable

Serialized Fields

gbdt

org.jpmml.lightgbm.GBDT gbdt

Class lightgbm.sklearn.LGBMClassifier extends LabelEncoderClassifier implements Serializable

Class lightgbm.sklearn.LGBMRegressor extends Regressor implements Serializable

Package org.jpmml.sklearn

Class org.jpmml.sklearn.FeatureList extends ArrayList<org.jpmml.converter.Feature> implements Serializable

Serialized Fields

names

List<E> names

Package sklearn

Class sklearn.Classifier extends Estimator implements Serializable

Class sklearn.Clusterer extends Estimator implements Serializable

Class sklearn.Composite extends Step implements Serializable

Class sklearn.Drop extends MultiTransformer implements Serializable

Class sklearn.Estimator extends Step implements Serializable

Class sklearn.Initializer extends MultiTransformer implements Serializable

Class sklearn.LabelEncoderClassifier extends Classifier implements Serializable

Class sklearn.MultiTransformer extends Transformer implements Serializable

Class sklearn.PassThrough extends MultiTransformer implements Serializable

Class sklearn.Regressor extends Estimator implements Serializable

Class sklearn.Selector extends MultiTransformer 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.cluster

Class sklearn.cluster.KMeans extends Clusterer implements Serializable

Class sklearn.cluster.MiniBatchKMeans extends KMeans implements Serializable

Package sklearn.compose

Class sklearn.compose.ColumnTransformer extends Initializer implements Serializable

Class sklearn.compose.TransformedTargetRegressor extends Regressor implements Serializable

Package sklearn.decomposition

Class sklearn.decomposition.BasePCA extends Transformer 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 Classifier implements Serializable

Class sklearn.dummy.DummyRegressor extends Regressor implements Serializable

Package sklearn.ensemble

Class sklearn.ensemble.EnsembleClassifier extends Classifier implements Serializable

Class sklearn.ensemble.EnsembleRegressor extends Regressor 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 Classifier implements Serializable

Class sklearn.ensemble.forest.ForestRegressor extends Regressor 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 Classifier implements Serializable

Class sklearn.ensemble.gradient_boosting.GradientBoostingRegressor extends Regressor 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.CategoricalCrossEntropy extends BaseLoss implements Serializable

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

Class sklearn.ensemble.hist_gradient_boosting.HistGradientBoostingRegressor extends Regressor 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 Classifier implements Serializable

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

Package sklearn.ensemble.weight_boosting

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

Package sklearn.ensemble.voting

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

Class sklearn.ensemble.voting.VotingRegressor extends Regressor 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 Transformer 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

Package sklearn.feature_selection

Class sklearn.feature_selection.PySelector extends Selector implements Serializable

Class sklearn.feature_selection.SelectFromModel extends Selector implements Serializable

Class sklearn.feature_selection.SelectKBest extends Selector implements Serializable

Package sklearn.impute

Class sklearn.impute.MissingIndicator extends Transformer implements Serializable

Class sklearn.impute.SimpleImputer extends Transformer implements Serializable

Package sklearn.isotonic

Class sklearn.isotonic.IsotonicRegression extends Regressor implements Serializable

Package sklearn.linear_model

Class sklearn.linear_model.LinearClassifier extends Classifier implements Serializable

Class sklearn.linear_model.LinearRegressor extends Regressor 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.CustomPythonObject 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.SquaredHinge extends LossFunction implements Serializable

Package sklearn.model_selection

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

Package sklearn.multiclass

Class sklearn.multiclass.OneVsRestClassifier extends Classifier implements Serializable

Package sklearn.naive_bayes

Class sklearn.naive_bayes.GaussianNB extends Classifier implements Serializable

Package sklearn.neighbors

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

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

Class sklearn.neighbors.KNeighborsClassifier extends Classifier implements Serializable

Class sklearn.neighbors.KNeighborsRegressor extends Regressor implements Serializable

Package sklearn.neural_network

Class sklearn.neural_network.MLPClassifier extends Classifier implements Serializable

Class sklearn.neural_network.MLPRegressor extends Regressor implements Serializable

Package sklearn.pipeline

Class sklearn.pipeline.FeatureUnion extends MultiTransformer implements Serializable

Class sklearn.pipeline.Pipeline extends Composite implements Serializable

Class sklearn.pipeline.PipelineClassifier extends Classifier implements Serializable

Serialized Fields

pipeline

Pipeline pipeline

Class sklearn.pipeline.PipelineRegressor extends Regressor implements Serializable

Serialized Fields

pipeline

Pipeline pipeline

Class sklearn.pipeline.PipelineTransformer extends Transformer implements Serializable

Serialized Fields

pipeline

Pipeline pipeline

Package sklearn.preprocessing

Class sklearn.preprocessing.Binarizer extends Transformer implements Serializable

Class sklearn.preprocessing.FunctionTransformer extends Transformer implements Serializable

Class sklearn.preprocessing.Imputer extends SimpleImputer implements Serializable

Class sklearn.preprocessing.LabelBinarizer extends Transformer implements Serializable

Class sklearn.preprocessing.LabelEncoder extends Transformer implements Serializable

Class sklearn.preprocessing.MaxAbsScaler extends Transformer implements Serializable

Class sklearn.preprocessing.MinMaxScaler extends Transformer implements Serializable

Class sklearn.preprocessing.MultiOneHotEncoder extends MultiTransformer implements Serializable

Class sklearn.preprocessing.OneHotEncoder extends Transformer implements Serializable

Class sklearn.preprocessing.OrdinalEncoder extends Transformer implements Serializable

Class sklearn.preprocessing.PolynomialFeatures extends Transformer implements Serializable

Class sklearn.preprocessing.RobustScaler extends Transformer implements Serializable

Class sklearn.preprocessing.StandardScaler extends Transformer implements Serializable

Package sklearn.svm

Class sklearn.svm.LibSVMClassifier extends Classifier implements Serializable

Class sklearn.svm.LibSVMRegressor extends Regressor implements Serializable

Class sklearn.svm.LinearSVC extends LinearClassifier implements Serializable

Class sklearn.svm.OneClassSVM extends LibSVMRegressor implements Serializable

Package sklearn.tree

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

Class sklearn.tree.RegressionCriterion extends org.jpmml.python.CustomPythonObject implements Serializable

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

Class sklearn.tree.TreeClassifier extends Classifier implements Serializable

Class sklearn.tree.TreeRegressor extends Regressor implements Serializable

Package sklearn2pmml

Class sklearn2pmml.EstimatorProxy extends Estimator implements Serializable

Class sklearn2pmml.SelectorProxy extends Selector implements Serializable

Package sklearn2pmml.decoration

Class sklearn2pmml.decoration.Alias extends Transformer implements Serializable

Class sklearn2pmml.decoration.CategoricalDomain extends DiscreteDomain implements Serializable

Class sklearn2pmml.decoration.ContinuousDomain extends Domain implements Serializable

Class sklearn2pmml.decoration.DateDomain extends TemporalDomain implements Serializable

Class sklearn2pmml.decoration.DateTimeDomain extends TemporalDomain implements Serializable

Class sklearn2pmml.decoration.DiscreteDomain extends Domain implements Serializable

Class sklearn2pmml.decoration.Domain extends Transformer implements Serializable

Class sklearn2pmml.decoration.MultiDomain extends MultiTransformer implements Serializable

Class sklearn2pmml.decoration.OrdinalDomain extends DiscreteDomain implements Serializable

Class sklearn2pmml.decoration.TemporalDomain extends Domain implements Serializable

Package sklearn2pmml.ensemble

Class sklearn2pmml.ensemble.GBDTLMRegressor extends Regressor implements Serializable

Class sklearn2pmml.ensemble.GBDTLRClassifier extends Classifier implements Serializable

Class sklearn2pmml.ensemble.SelectFirstClassifier extends Classifier implements Serializable

Class sklearn2pmml.ensemble.SelectFirstRegressor extends Regressor implements Serializable

Package sklearn2pmml.feature_extraction.text

Class sklearn2pmml.feature_extraction.text.Splitter extends org.jpmml.python.PythonObject implements Serializable

Package sklearn2pmml.feature_selection

Class sklearn2pmml.feature_selection.SelectUnique extends Selector implements Serializable

Package sklearn2pmml.pipeline

Class sklearn2pmml.pipeline.PMMLPipeline extends Pipeline implements Serializable

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

Package sklearn2pmml.preprocessing

Class sklearn2pmml.preprocessing.Aggregator 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.DaysSinceYearTransformer extends DurationTransformer implements Serializable

Class sklearn2pmml.preprocessing.DurationTransformer extends Transformer implements Serializable

Class sklearn2pmml.preprocessing.ExpressionTransformer extends Transformer implements Serializable

Class sklearn2pmml.preprocessing.IdentityTransformer extends MultiTransformer implements Serializable

Class sklearn2pmml.preprocessing.LookupTransformer extends Transformer implements Serializable

Class sklearn2pmml.preprocessing.MatchesTransformer extends PatternTransformer implements Serializable

Class sklearn2pmml.preprocessing.MultiLookupTransformer extends LookupTransformer implements Serializable

Class sklearn2pmml.preprocessing.PatternTransformer extends Transformer 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.ReplaceTransformer extends PatternTransformer implements Serializable

Class sklearn2pmml.preprocessing.SecondsSinceMidnightTransformer extends Transformer implements Serializable

Class sklearn2pmml.preprocessing.SecondsSinceYearTransformer extends DurationTransformer implements Serializable

Class sklearn2pmml.preprocessing.StringNormalizer extends Transformer implements Serializable

Class sklearn2pmml.preprocessing.SubstringTransformer extends Transformer implements Serializable

Package sklearn2pmml.preprocessing.h2o

Class sklearn2pmml.preprocessing.h2o.H2OFrameCreator extends MultiTransformer implements Serializable

Package sklearn2pmml.preprocessing.scipy

Class sklearn2pmml.preprocessing.scipy.BSplineTransformer extends Transformer implements Serializable

Package sklearn2pmml.ruleset

Class sklearn2pmml.ruleset.RuleSetClassifier extends Classifier implements Serializable

Package tpot.builtins

Class tpot.builtins.StackingEstimator extends Transformer implements Serializable

Package xgboost.sklearn

Class xgboost.sklearn.Booster extends org.jpmml.python.PythonObject implements Serializable

Serialized Fields

learner

org.jpmml.xgboost.Learner learner

Class xgboost.sklearn.XGBClassifier extends LabelEncoderClassifier implements Serializable

Class xgboost.sklearn.XGBRegressor extends Regressor implements Serializable