Package sklearn
Class Regressor
- 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.Regressor
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- All Implemented Interfaces:
Serializable,Cloneable,Map<String,Object>,HasNumberOfFeatures,HasNumberOfOutputs,HasType
- Direct Known Subclasses:
CHAIDRegressor,DummyRegressor,EnsembleRegressor,ForestRegressor,GBDTLMRegressor,GradientBoostingRegressor,HistGradientBoostingRegressor,IsotonicRegression,KNeighborsRegressor,LibSVMRegressor,LinearRegressor,MLPRegressor,MultiOutputRegressor,PipelineRegressor,RegressorChain,SelectFirstRegressor,SGDOneClassSVM,StackingRegressor,TransformedTargetRegressor,TreeRegressor,VotingRegressor
public abstract class Regressor extends Estimator
- 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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Method Summary
All Methods Instance Methods Concrete Methods Modifier and Type Method Description org.dmg.pmml.MiningFunctiongetMiningFunction()-
Methods inherited from class sklearn.Estimator
addFeatureImportances, checkFeatures, checkLabel, encode, encodeModel, 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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getMiningFunction
public org.dmg.pmml.MiningFunction getMiningFunction()
- Specified by:
getMiningFunctionin classEstimator
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