Package sklearn2pmml.ensemble
Class EstimatorChain
- 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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- sklearn2pmml.ensemble.EstimatorChain
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- All Implemented Interfaces:
Serializable,Cloneable,Map<String,Object>,HasClasses,HasNumberOfFeatures,HasNumberOfOutputs,HasSteps,HasType,HasEstimatorSteps,HasController,HasPMMLOptions<Estimator>,HasPMMLSegmentId<Estimator>
public class EstimatorChain extends Estimator implements HasClasses, HasController, HasEstimatorSteps
- 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 EstimatorChain(String module, String name)
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Method Summary
All Methods Instance Methods Concrete Methods Modifier and Type Method Description org.jpmml.converter.LabelencodeLabel(List<String> names, SkLearnEncoder encoder)org.dmg.pmml.ModelencodeModel(org.jpmml.converter.Schema schema)List<?>getClasses()TransformergetController()org.dmg.pmml.MiningFunctiongetMiningFunction()BooleangetMultioutput()intgetNumberOfOutputs()List<Object[]>getSteps()booleanhasProbabilityDistribution()booleanisSupervised()-
Methods inherited from class sklearn.Estimator
addFeatureImportances, checkFeatures, checkLabel, configureModel, configureSchema, createApplyField, createMultiApplyField, createPredictProbaFields, encode, encode, encodeApplyOutput, encodeMultiApplyOutput, getAlgorithmName, getClassifierTags, getDataType, getFeatureImportances, getNumberOfFeatures, getOption, getOpType, getPMMLCustomizations, getPMMLFeatureImportances, getPMMLOptions, getPMMLSegmentId, getRegressorTags, getTargetTags, hasFeatureImportances, putOption, putOptions, setPMMLCustomizations, setPMMLFeatureImportances, setPMMLOptions, setPMMLSegmentId
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Methods inherited from class sklearn.Step
checkSkLearnVersion, checkVersion, getFeatureNamesIn, getInputTags, getPMMLName, getSkLearnTags, 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 class java.util.AbstractMap
equals, hashCode, toString
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Methods inherited from interface sklearn2pmml.ensemble.HasEstimatorSteps
getEstimators
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Method Detail
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getMiningFunction
public org.dmg.pmml.MiningFunction getMiningFunction()
- Specified by:
getMiningFunctionin classEstimator
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isSupervised
public boolean isSupervised()
- Specified by:
isSupervisedin classEstimator
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getNumberOfOutputs
public int getNumberOfOutputs()
- Specified by:
getNumberOfOutputsin interfaceHasNumberOfOutputs- Overrides:
getNumberOfOutputsin classEstimator
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getClasses
public List<?> getClasses()
- Specified by:
getClassesin interfaceHasClasses
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hasProbabilityDistribution
public boolean hasProbabilityDistribution()
- Specified by:
hasProbabilityDistributionin interfaceHasClasses
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encodeLabel
public org.jpmml.converter.Label encodeLabel(List<String> names, SkLearnEncoder encoder)
- Specified by:
encodeLabelin classEstimator
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encodeModel
public org.dmg.pmml.Model encodeModel(org.jpmml.converter.Schema schema)
- Specified by:
encodeModelin classEstimator
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getController
public Transformer getController()
- Specified by:
getControllerin interfaceHasController
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getMultioutput
public Boolean getMultioutput()
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