EnsembleRegressor (JPMML SkLearn converter 1.7.14 API)

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>
- Nested classes/interfaces inherited from interface java.util.Map
  Map.Entry<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
`Regressor`	`getBaseEstimator()`
`org.dmg.pmml.DataType`	`getDataType()`
`List<? extends Regressor>`	`getEstimators()`
`org.dmg.pmml.OpType`	`getOpType()`

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 net.razorvine.pickle.objects.ClassDict
__setstate__

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

Methods inherited from class java.lang.Object
finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface java.util.Map
equals, hashCode

- Constructor Detail
  - EnsembleRegressor
```
public EnsembleRegressor(String module,
                         String name)
```
- Method Detail
  - getOpType
```
public org.dmg.pmml.OpType getOpType()
```
    Specified by:
    
    getOpType in interface HasType
    
    Overrides:
    
    getOpType in class Estimator
  - getDataType
```
public org.dmg.pmml.DataType getDataType()
```
    Specified by:
    
    getDataType in interface HasType
    
    Overrides:
    
    getDataType in class Estimator
  - getBaseEstimator
```
public Regressor getBaseEstimator()
```
  - getEstimators
```
public List<? extends Regressor> getEstimators()
```
    Specified by:
    
    getEstimators in interface HasEstimatorEnsemble<Regressor>