sklearn.feature_selection

Class SelectFromModel

java.lang.Object

java.util.AbstractMap<K,V>

java.util.HashMap<java.lang.String,java.lang.Object>

net.razorvine.pickle.objects.ClassDict

org.jpmml.sklearn.PyClassDict

sklearn.Transformer

sklearn.Selector

sklearn.feature_selection.SelectFromModel

All Implemented Interfaces:

java.io.Serializable, java.lang.Cloneable, java.util.Map<java.lang.String,java.lang.Object>, HasEstimator<Estimator>, HasNumberOfFeatures

public class SelectFromModel
extends Selector
implements HasEstimator<Estimator>

See Also:

Serialized Form

Nested Class Summary

Nested classes/interfaces inherited from class java.util.AbstractMap

java.util.AbstractMap.SimpleEntry<K,V>, java.util.AbstractMap.SimpleImmutableEntry<K,V>

Constructor Summary

Constructors

Constructor and Description
SelectFromModel(java.lang.String module, java.lang.String name)

Method Summary

Methods

Modifier and Type	Method and Description
Estimator	getEstimator()
int	getNumberOfFeatures()
java.util.List<java.lang.Boolean>	getSupportMask()
java.lang.Number	getThreshold()

Methods inherited from class sklearn.Selector

encodeFeatures, getDataType, getOpType

Methods inherited from class sklearn.Transformer

createName, createName, getDType, name

Methods inherited from class org.jpmml.sklearn.PyClassDict

get, getArray, getArray, getArrayShape, getArrayShape, getList, getList, getOption, getTupleList

Methods inherited from class net.razorvine.pickle.objects.ClassDict

__setstate__, getClassName

Methods inherited from class java.util.HashMap

clear, clone, containsKey, containsValue, entrySet, get, isEmpty, keySet, put, putAll, remove, 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

SelectFromModel

public SelectFromModel(java.lang.String module,
               java.lang.String name)

Method Detail

getNumberOfFeatures

public int getNumberOfFeatures()

Specified by:

getNumberOfFeatures in interface HasNumberOfFeatures

getSupportMask

public java.util.List<java.lang.Boolean> getSupportMask()

Specified by:

getSupportMask in class Selector

getEstimator

public Estimator getEstimator()

Specified by:

getEstimator in interface HasEstimator<Estimator>

getThreshold

public java.lang.Number getThreshold()