Package sklearn.isotonic
Class IsotonicRegression
- java.lang.Object
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- java.util.AbstractMap<K,V>
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- java.util.HashMap<java.lang.String,java.lang.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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- sklearn.isotonic.IsotonicRegression
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- All Implemented Interfaces:
java.io.Serializable,java.lang.Cloneable,java.util.Map<java.lang.String,java.lang.Object>,org.jpmml.converter.HasOptions,Encodable,HasSkLearnOptions,HasFeatureNamesIn,HasNumberOfFeatures,HasNumberOfOutputs,HasType,HasPMMLName<Calibrator>,HasPMMLOptions<Estimator>,HasPMMLSegmentId<Estimator>
public class IsotonicRegression extends Calibrator
- See Also:
- Serialized Form
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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 IsotonicRegression(java.lang.String module, java.lang.String name)
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Method Summary
All Methods Static Methods Instance Methods Concrete Methods Modifier and Type Method Description java.util.List<org.jpmml.converter.Feature>encodeFeatures(java.util.List<org.jpmml.converter.Feature> features, SkLearnEncoder encoder)java.lang.BooleangetIncreasing()java.lang.StringgetOutOfBounds()java.util.List<java.lang.Number>getXThresholds()java.util.List<java.lang.Number>getYThresholds()static org.dmg.pmml.OutlierTreatmentMethodparseOutlierTreatment(java.lang.String outOfBounds)-
Methods inherited from class sklearn.Calibrator
createFieldName, encodeModel, setPMMLName
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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 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 java.util.List<org.jpmml.converter.Feature> encodeFeatures(java.util.List<org.jpmml.converter.Feature> features, SkLearnEncoder encoder)- Specified by:
encodeFeaturesin classCalibrator- See Also:
Transformer.encodeFeatures(List, SkLearnEncoder)
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getIncreasing
public java.lang.Boolean getIncreasing()
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getXThresholds
public java.util.List<java.lang.Number> getXThresholds()
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getYThresholds
public java.util.List<java.lang.Number> getYThresholds()
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getOutOfBounds
public java.lang.String getOutOfBounds()
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parseOutlierTreatment
public static org.dmg.pmml.OutlierTreatmentMethod parseOutlierTreatment(java.lang.String outOfBounds)
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