| Package | Description |
|---|---|
| sklearn | |
| sklearn_pandas | |
| sklearn.decomposition | |
| sklearn.ensemble.iforest | |
| sklearn.ensemble.voting_classifier | |
| sklearn.preprocessing | |
| sklearn.svm | |
| sklearn2pmml.decoration |
| 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) |
| Modifier and Type | Method and Description |
|---|---|
void |
DataFrameMapper.encodeFeatures(FeatureMapper 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) |
| Modifier and Type | Method and Description |
|---|---|
org.jpmml.converter.Schema |
IsolationForest.createSchema(FeatureMapper featureMapper) |
| Modifier and Type | Method and Description |
|---|---|
org.jpmml.converter.Schema |
VotingClassifier.createSchema(FeatureMapper 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) |
| Modifier and Type | Method and Description |
|---|---|
org.jpmml.converter.Schema |
OneClassSVM.createSchema(FeatureMapper 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) |
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