Package sklearn
Class Calibrator
- java.lang.Object
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- java.util.AbstractMap<K,V>
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- java.util.HashMap<String,Object>
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- net.razorvine.pickle.objects.ClassDict
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- org.jpmml.python.PythonObject
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- sklearn.Step
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- sklearn.Estimator
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- sklearn.Regressor
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- sklearn.SkLearnRegressor
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- sklearn.Calibrator
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- All Implemented Interfaces:
Serializable,Cloneable,Map<String,Object>,org.jpmml.converter.HasOptions,Encodable,HasSkLearnOptions,HasFeatureNamesIn,HasNumberOfFeatures,HasNumberOfOutputs,HasType,HasPMMLName<Calibrator>,HasPMMLOptions<Estimator>,HasPMMLSegmentId<Estimator>
- Direct Known Subclasses:
IsotonicRegression,SigmoidCalibration
public abstract class Calibrator extends SkLearnRegressor implements HasPMMLName<Calibrator>
- See Also:
- Serialized Form
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Nested Class Summary
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Nested classes/interfaces inherited from class java.util.AbstractMap
AbstractMap.SimpleEntry<K extends Object,V extends Object>, AbstractMap.SimpleImmutableEntry<K extends Object,V extends Object>
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Field Summary
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Fields inherited from class sklearn.Estimator
FIELD_APPLY, FIELD_DECISION_FUNCTION, FIELD_PREDICT
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Fields inherited from interface sklearn.HasNumberOfFeatures
UNKNOWN
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Fields inherited from interface sklearn.HasNumberOfOutputs
UNKNOWN
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Constructor Summary
Constructors Constructor Description Calibrator(String module, String name)
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Method Summary
All Methods Instance Methods Abstract Methods Concrete Methods Modifier and Type Method Description StringcreateFieldName(String function, org.jpmml.converter.Feature feature)abstract List<org.jpmml.converter.Feature>encodeFeatures(List<org.jpmml.converter.Feature> features, SkLearnEncoder encoder)org.dmg.pmml.regression.RegressionModelencodeModel(org.jpmml.converter.Schema schema)CalibratorsetPMMLName(String pmmlName)-
Methods inherited from class sklearn.SkLearnRegressor
encodePMML
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Methods inherited from class sklearn.Regressor
encodeLabel, getMiningFunction, getNumberOfOutputs, isSupervised
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Methods inherited from class sklearn.Estimator
addFeatureImportances, checkFeatures, checkLabel, configureModel, configureSchema, createApplyField, createMultiApplyField, createPredictProbaFields, encode, encode, encodeApplyOutput, encodeMultiApplyOutput, getAlgorithmName, getDataType, getFeatureImportances, getNumberOfFeatures, getOption, getOpType, getPMMLCustomizations, getPMMLFeatureImportances, getPMMLOptions, getPMMLSegmentId, hasFeatureImportances, putOption, putOptions, setPMMLCustomizations, setPMMLFeatureImportances, setPMMLOptions, setPMMLSegmentId
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Methods inherited from class sklearn.Step
checkSkLearnVersion, checkVersion, getFeatureNamesIn, getPMMLName, getSkLearnVersion
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Methods inherited from class org.jpmml.python.PythonObject
containsKey, delattr, get, get, getArray, getArray, getArray, getArrayList, getArrayList, getArrayShape, getArrayShape, getattr, getattr, getBoolean, getBooleanArray, getClassName, getDict, getEnum, getEnumList, getIdentifiable, getInteger, getIntegerArray, getList, getList, getListLike, getListLike, getNumber, getNumberArray, getObject, getObjectArray, getObjectList, getOptional, getOptionalBoolean, getOptionalBoolean, getOptionalDict, getOptionalEnum, getOptionalIdentifiable, getOptionalInteger, getOptionalNumber, getOptionalObject, getOptionalScalar, getOptionalString, getOptionalTuple, getPythonModule, getPythonName, getScalar, getString, getStringArray, getStringList, getTuple, getTupleList, hasattr, put, putAll, remove, setattr, setClassName, update
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Methods inherited from class java.util.HashMap
clear, clone, compute, computeIfAbsent, computeIfPresent, containsValue, entrySet, forEach, getOrDefault, isEmpty, keySet, merge, putIfAbsent, remove, replace, replace, replaceAll, size, values
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Methods inherited from class java.util.AbstractMap
equals, hashCode, toString
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Methods inherited from interface sklearn.HasFeatureNamesIn
getFeatureNamesIn
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Methods inherited from interface sklearn2pmml.HasPMMLName
getPMMLName
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Method Detail
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encodeFeatures
public abstract List<org.jpmml.converter.Feature> encodeFeatures(List<org.jpmml.converter.Feature> features, SkLearnEncoder encoder)
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encodeModel
public org.dmg.pmml.regression.RegressionModel encodeModel(org.jpmml.converter.Schema schema)
- Specified by:
encodeModelin classEstimator
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createFieldName
public String createFieldName(String function, org.jpmml.converter.Feature feature)
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setPMMLName
public Calibrator setPMMLName(String pmmlName)
- Specified by:
setPMMLNamein interfaceHasPMMLName<Calibrator>- Overrides:
setPMMLNamein classStep
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