sklearn.neighbors

Class KNeighborsRegressor

java.lang.Object

java.util.AbstractMap<K,V>

java.util.HashMap<String,Object>

net.razorvine.pickle.objects.ClassDict

sklearn.BaseEstimator

sklearn.Estimator

sklearn.Regressor

sklearn.neighbors.KNeighborsRegressor

All Implemented Interfaces:

Serializable, Cloneable, Map<String,Object>, HasNumberOfFeatures, HasNeighbors, HasTrainingData

public class KNeighborsRegressor
extends Regressor
implements HasNeighbors, HasTrainingData

See Also:

Serialized Form

Nested Class Summary

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

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

Constructor Summary

Constructors

Constructor and Description
KNeighborsRegressor(String module, String name)

Method Summary

Methods

Modifier and Type	Method and Description
org.dmg.pmml.nearest_neighbor.NearestNeighborModel	encodeModel(org.jpmml.converter.Schema schema)
org.dmg.pmml.DataType	getDataType() The data type of active fields.
List<? extends Number>	getFitX()
String	getMetric()
int	getNumberOfFeatures()
int	getNumberOfNeighbors()
int	getP()
String	getWeights()
List<? extends Number>	getY()

Methods inherited from class sklearn.Regressor

getMiningFunction, isSupervised

Methods inherited from class sklearn.Estimator

encodeModel, getOpType

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

KNeighborsRegressor

public KNeighborsRegressor(String module,
                   String name)

Method Detail

getNumberOfFeatures

public int getNumberOfFeatures()

Specified by:

getNumberOfFeatures in interface HasNumberOfFeatures

Overrides:

getNumberOfFeatures in class Estimator

getDataType

public org.dmg.pmml.DataType getDataType()

Description copied from class: Estimator

The data type of active fields.

Overrides:

getDataType in class Estimator

encodeModel

public org.dmg.pmml.nearest_neighbor.NearestNeighborModel encodeModel(org.jpmml.converter.Schema schema)

Specified by:

encodeModel in class Estimator

getNumberOfNeighbors

public int getNumberOfNeighbors()

Specified by:

getNumberOfNeighbors in interface HasNeighbors

getWeights

public String getWeights()

Specified by:

getWeights in interface HasNeighbors

getMetric

public String getMetric()

Specified by:

getMetric in interface HasNeighbors

getP

public int getP()

Specified by:

getP in interface HasNeighbors

getY

public List<? extends Number> getY()

Specified by:

getY in interface HasTrainingData

getFitX

public List<? extends Number> getFitX()

Specified by:

getFitX in interface HasTrainingData