Package sklearn.model_selection
Class TunedThresholdClassifierCV
- 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.Classifier
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- sklearn.SkLearnClassifier
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- sklearn.model_selection.TunedThresholdClassifierCV
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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,HasClasses,HasEstimator<Classifier>,HasFeatureNamesIn,HasNumberOfFeatures,HasNumberOfOutputs,HasType,HasPMMLOptions<Estimator>,HasPMMLSegmentId<Estimator>
public class TunedThresholdClassifierCV extends SkLearnClassifier implements HasEstimator<Classifier>
- See Also:
- Serialized Form
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Field Summary
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Fields inherited from class sklearn.Classifier
FIELD_PROBABILITY
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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 TunedThresholdClassifierCV(java.lang.String module, java.lang.String name)
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Method Summary
All Methods Instance Methods Concrete Methods Modifier and Type Method Description org.dmg.pmml.ModelencodeModel(org.jpmml.converter.Schema schema)java.lang.NumbergetBestThreshold()java.util.List<?>getClasses()ClassifiergetEstimator()java.lang.StringgetResponseMethod()-
Methods inherited from class sklearn.SkLearnClassifier
encodePMML
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Methods inherited from class sklearn.Classifier
canonicalizeValue, canonicalizeValues, encodeLabel, encodePredictProbaOutput, getMiningFunction, getNumberOfOutputs, hasProbabilityDistribution, 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, setPMMLName
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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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Method Detail
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getClasses
public java.util.List<?> getClasses()
- Specified by:
getClassesin interfaceHasClasses- Overrides:
getClassesin classClassifier
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encodeModel
public org.dmg.pmml.Model encodeModel(org.jpmml.converter.Schema schema)
- Specified by:
encodeModelin classEstimator
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getEstimator
public Classifier getEstimator()
- Specified by:
getEstimatorin interfaceHasEstimator<Classifier>
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getBestThreshold
public java.lang.Number getBestThreshold()
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getResponseMethod
public java.lang.String getResponseMethod()
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