Package sklearn.feature_selection

Class SelectFromModel

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.Transformer

sklearn.MultiTransformer

sklearn.Selector

sklearn.feature_selection.SelectFromModel

All Implemented Interfaces:

Serializable, Cloneable, Map<String,Object>, HasEstimator<Estimator>, HasNumberOfFeatures, HasType

public class SelectFromModel
extends Selector
implements HasEstimator<Estimator>

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 interface sklearn.HasNumberOfFeatures

UNKNOWN

Constructor Summary

Constructors

Constructor	Description
SelectFromModel(String module, String name)

Method Summary

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

Methods inherited from class sklearn.Selector

encodeFeatures

Methods inherited from class sklearn.MultiTransformer

getDataType, getOpType

Methods inherited from class sklearn.Transformer

checkFeatures, encode, getDType, getOptionalDType, updateDataField, updateFeatures

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 Details

SelectFromModel

public SelectFromModel(String module,
 String name)

Method Details

getNumberOfFeatures

public int getNumberOfFeatures()

Specified by:

getNumberOfFeatures in interface HasNumberOfFeatures

Overrides:

getNumberOfFeatures in class Transformer

getSupportMask

public List<Boolean> getSupportMask()

Specified by:

getSupportMask in class Selector

getEstimator

public Estimator getEstimator()

Specified by:

getEstimator in interface HasEstimator<Estimator>

getThreshold

public Number getThreshold()