Package sklearn2pmml.ensemble
Class GBDTLRClassifier
- 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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- sklearn2pmml.ensemble.GBDTLRClassifier
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- All Implemented Interfaces:
Serializable,Cloneable,Map<String,Object>,HasClasses,HasNumberOfFeatures,HasNumberOfOutputs,HasType
public class GBDTLRClassifier 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 GBDTLRClassifier(String module, 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)List<?>getClasses()ClassifiergetGBDT()LinearClassifiergetLR()MultiOneHotEncodergetOHE()booleanhasProbabilityDistribution()-
Methods inherited from class sklearn.Classifier
getMiningFunction
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Methods inherited from class sklearn.Estimator
addFeatureImportances, checkFeatures, checkLabel, encode, getAlgorithmName, getDataType, getFeatureImportances, getNumberOfFeatures, getNumberOfOutputs, getOption, getOpType, getPMMLFeatureImportances, getPMMLOptions, getSkLearnVersion, hasFeatureImportances, isSupervised, 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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Method Detail
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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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getGBDT
public Classifier getGBDT()
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getLR
public LinearClassifier getLR()
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getOHE
public MultiOneHotEncoder getOHE()
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