Package sklearn.ensemble
Class EnsembleRegressor
- java.lang.Object
-
- java.util.AbstractMap<K,V>
-
- java.util.HashMap<String,Object>
-
- net.razorvine.pickle.objects.ClassDict
-
- org.jpmml.python.PythonObject
-
- sklearn.Step
-
- sklearn.Estimator
-
- sklearn.Regressor
-
- sklearn.ensemble.EnsembleRegressor
-
- All Implemented Interfaces:
Serializable,Cloneable,Map<String,Object>,HasEstimatorEnsemble<Regressor>,HasNumberOfFeatures,HasNumberOfOutputs,HasType
- Direct Known Subclasses:
AdaBoostRegressor,BaggingRegressor,IsolationForest
public abstract class EnsembleRegressor extends Regressor implements HasEstimatorEnsemble<Regressor>
- See Also:
- Serialized Form
-
-
Nested Class Summary
-
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>
-
-
Field Summary
-
Fields inherited from class sklearn.Estimator
FIELD_APPLY, FIELD_DECISION_FUNCTION, FIELD_PREDICT
-
Fields inherited from interface sklearn.HasNumberOfFeatures
UNKNOWN
-
Fields inherited from interface sklearn.HasNumberOfOutputs
UNKNOWN
-
-
Constructor Summary
Constructors Constructor Description EnsembleRegressor(String module, String name)
-
Method Summary
All Methods Instance Methods Concrete Methods Modifier and Type Method Description RegressorgetBaseEstimator()org.dmg.pmml.DataTypegetDataType()List<? extends Regressor>getEstimators()org.dmg.pmml.OpTypegetOpType()-
Methods inherited from class sklearn.Regressor
getMiningFunction
-
Methods inherited from class sklearn.Estimator
addFeatureImportances, checkFeatures, checkLabel, encode, encodeModel, getAlgorithmName, getFeatureImportances, getNumberOfFeatures, getNumberOfOutputs, getOption, getPMMLFeatureImportances, getPMMLOptions, getSkLearnVersion, hasFeatureImportances, isSupervised, putOption, putOptions, setPMMLFeatureImportances, setPMMLOptions
-
Methods inherited from class sklearn.Step
createFieldName, createFieldName, createFieldName, getPMMLName, setPMMLName
-
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
-
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
-
Methods inherited from class java.util.AbstractMap
equals, hashCode, toString
-
-
-
-
Method Detail
-
getOpType
public org.dmg.pmml.OpType getOpType()
-
getDataType
public org.dmg.pmml.DataType getDataType()
- Specified by:
getDataTypein interfaceHasType- Overrides:
getDataTypein classEstimator
-
getBaseEstimator
public Regressor getBaseEstimator()
-
getEstimators
public List<? extends Regressor> getEstimators()
- Specified by:
getEstimatorsin interfaceHasEstimatorEnsemble<Regressor>
-
-