Package sklearn.pipeline
Class PipelineClassifier
- 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.Classifier
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- sklearn.pipeline.PipelineClassifier
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- All Implemented Interfaces:
Serializable,Cloneable,Map<String,Object>,HasClasses,HasNumberOfFeatures,HasNumberOfOutputs,HasType
public class PipelineClassifier extends Classifier
- 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.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 PipelineClassifier(Pipeline pipeline)
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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)StringgetAlgorithmName()List<?>getClasses()org.dmg.pmml.DataTypegetDataType()ClassifiergetFinalClassifier()intgetNumberOfFeatures()org.dmg.pmml.OpTypegetOpType()PipelinegetPipeline()booleanhasProbabilityDistribution()booleanisSupervised()-
Methods inherited from class sklearn.Classifier
getMiningFunction
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Methods inherited from class sklearn.Estimator
addFeatureImportances, checkFeatures, checkLabel, encode, getFeatureImportances, getNumberOfOutputs, getOption, getPMMLFeatureImportances, getPMMLOptions, getSkLearnVersion, hasFeatureImportances, putOption, putOptions, setPMMLFeatureImportances, setPMMLOptions
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Methods inherited from class sklearn.Step
createFieldName, createFieldName, createFieldName, getPMMLName, setPMMLName
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Methods inherited from class org.jpmml.python.PythonObject
get, getArray, getArray, getArray, getArrayShape, getArrayShape, getBoolean, getBooleanArray, getClassName, getDict, getInteger, getIntegerArray, getList, getList, getListLike, getListLike, getNumber, getNumberArray, getObject, getOptional, getOptionalBoolean, getOptionalObject, getOptionalScalar, getOptionalString, getPythonModule, getPythonName, getPythonObject, getScalar, getString, getTuple, getTupleList, setClassName
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Methods inherited from class java.util.HashMap
clear, clone, compute, computeIfAbsent, computeIfPresent, containsKey, containsValue, entrySet, forEach, get, getOrDefault, isEmpty, keySet, merge, put, putAll, putIfAbsent, remove, remove, replace, replace, replaceAll, size, values
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Methods inherited from class java.util.AbstractMap
equals, hashCode, toString
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Constructor Detail
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PipelineClassifier
public PipelineClassifier(Pipeline pipeline)
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Method Detail
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getNumberOfFeatures
public int getNumberOfFeatures()
- Specified by:
getNumberOfFeaturesin interfaceHasNumberOfFeatures- Overrides:
getNumberOfFeaturesin classEstimator
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getOpType
public org.dmg.pmml.OpType getOpType()
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getDataType
public org.dmg.pmml.DataType getDataType()
- Specified by:
getDataTypein interfaceHasType- Overrides:
getDataTypein classEstimator
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isSupervised
public boolean isSupervised()
- Overrides:
isSupervisedin classEstimator
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getAlgorithmName
public String getAlgorithmName()
- Overrides:
getAlgorithmNamein classEstimator
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getClasses
public List<?> getClasses()
- Specified by:
getClassesin interfaceHasClasses- Overrides:
getClassesin classClassifier
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hasProbabilityDistribution
public boolean hasProbabilityDistribution()
- Overrides:
hasProbabilityDistributionin 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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getFinalClassifier
public Classifier getFinalClassifier()
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getPipeline
public Pipeline getPipeline()
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