Uses of Class
org.jpmml.sklearn.FeatureMapper

Packages that use FeatureMapper

Package	Description
sklearn
sklearn_pandas
sklearn.decomposition
sklearn.ensemble.iforest
sklearn.ensemble.voting_classifier
sklearn.preprocessing
sklearn.svm
sklearn2pmml.decoration

Uses of FeatureMapper in sklearn

Methods in sklearn with parameters of type FeatureMapper

Modifier and Type	Method and Description
abstract org.jpmml.converter.Schema	Estimator.createSchema(FeatureMapper featureMapper)
org.jpmml.converter.Schema	Regressor.createSchema(FeatureMapper featureMapper)
org.jpmml.converter.Schema	Clusterer.createSchema(FeatureMapper featureMapper)
org.jpmml.converter.Schema	Classifier.createSchema(FeatureMapper featureMapper)
abstract List<org.jpmml.converter.Feature>	Transformer.encodeFeatures(List<String> ids, List<org.jpmml.converter.Feature> features, FeatureMapper featureMapper)
static org.dmg.pmml.PMML	EstimatorUtil.encodePMML(Estimator estimator, FeatureMapper featureMapper)

Uses of FeatureMapper in sklearn_pandas

Methods in sklearn_pandas with parameters of type FeatureMapper

Modifier and Type	Method and Description
void	DataFrameMapper.encodeFeatures(FeatureMapper featureMapper)

Uses of FeatureMapper in sklearn.decomposition

Methods in sklearn.decomposition with parameters of type FeatureMapper

Modifier and Type	Method and Description
List<org.jpmml.converter.Feature>	PCA.encodeFeatures(List<String> ids, List<org.jpmml.converter.Feature> inputFeatures, FeatureMapper featureMapper)

Uses of FeatureMapper in sklearn.ensemble.iforest

Methods in sklearn.ensemble.iforest with parameters of type FeatureMapper

Modifier and Type	Method and Description
org.jpmml.converter.Schema	IsolationForest.createSchema(FeatureMapper featureMapper)

Uses of FeatureMapper in sklearn.ensemble.voting_classifier

Methods in sklearn.ensemble.voting_classifier with parameters of type FeatureMapper

Modifier and Type	Method and Description
org.jpmml.converter.Schema	VotingClassifier.createSchema(FeatureMapper featureMapper)

Uses of FeatureMapper in sklearn.preprocessing

Methods in sklearn.preprocessing with parameters of type FeatureMapper

Modifier and Type	Method and Description
List<org.jpmml.converter.Feature>	Imputer.encodeFeatures(List<String> ids, List<org.jpmml.converter.Feature> inputFeatures, FeatureMapper featureMapper)
List<org.jpmml.converter.Feature>	RobustScaler.encodeFeatures(List<String> ids, List<org.jpmml.converter.Feature> inputFeatures, FeatureMapper featureMapper)
List<org.jpmml.converter.Feature>	MinMaxScaler.encodeFeatures(List<String> ids, List<org.jpmml.converter.Feature> inputFeatures, FeatureMapper featureMapper)
List<org.jpmml.converter.Feature>	Binarizer.encodeFeatures(List<String> ids, List<org.jpmml.converter.Feature> inputFeatures, FeatureMapper featureMapper)
List<org.jpmml.converter.Feature>	OneHotEncoder.encodeFeatures(List<String> ids, List<org.jpmml.converter.Feature> inputFeatures, FeatureMapper featureMapper)
List<org.jpmml.converter.Feature>	StandardScaler.encodeFeatures(List<String> ids, List<org.jpmml.converter.Feature> inputFeatures, FeatureMapper featureMapper)
List<org.jpmml.converter.Feature>	FunctionTransformer.encodeFeatures(List<String> ids, List<org.jpmml.converter.Feature> inputFeatures, FeatureMapper featureMapper)
List<org.jpmml.converter.Feature>	MaxAbsScaler.encodeFeatures(List<String> ids, List<org.jpmml.converter.Feature> inputFeatures, FeatureMapper featureMapper)
List<org.jpmml.converter.Feature>	LabelBinarizer.encodeFeatures(List<String> ids, List<org.jpmml.converter.Feature> inputFeatures, FeatureMapper featureMapper)
List<org.jpmml.converter.Feature>	LabelEncoder.encodeFeatures(List<String> ids, List<org.jpmml.converter.Feature> inputFeatures, FeatureMapper featureMapper)

Uses of FeatureMapper in sklearn.svm

Methods in sklearn.svm with parameters of type FeatureMapper

Modifier and Type	Method and Description
org.jpmml.converter.Schema	OneClassSVM.createSchema(FeatureMapper featureMapper)

Uses of FeatureMapper in sklearn2pmml.decoration

Methods in sklearn2pmml.decoration with parameters of type FeatureMapper

Modifier and Type	Method and Description
List<org.jpmml.converter.Feature>	ContinuousDomain.encodeFeatures(List<String> ids, List<org.jpmml.converter.Feature> inputFeatures, FeatureMapper featureMapper)
List<org.jpmml.converter.Feature>	CategoricalDomain.encodeFeatures(List<String> ids, List<org.jpmml.converter.Feature> inputFeatures, FeatureMapper featureMapper)