sklearn.neighbors

Class KNeighborsClassifier

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.Estimator

sklearn.Classifier

sklearn.neighbors.KNeighborsClassifier

All Implemented Interfaces:

java.io.Serializable, java.lang.Cloneable, java.util.Map<java.lang.String,java.lang.Object>, HasClasses, HasNumberOfFeatures, HasNeighbors, HasTrainingData

public class KNeighborsClassifier
extends Classifier
implements HasNeighbors, HasTrainingData

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
KNeighborsClassifier(java.lang.String module, java.lang.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()
java.util.List<? extends java.lang.Number>	getFitX()
int[]	getFitXShape()
java.lang.String	getMetric()
int	getNumberOfFeatures()
int	getNumberOfNeighbors()
int	getP()
java.lang.String	getWeights()
java.util.List<?>	getY()

Methods inherited from class sklearn.Classifier

getClasses, getMiningFunction, hasProbabilityDistribution, isSupervised

Methods inherited from class sklearn.Estimator

getOpType

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

KNeighborsClassifier

public KNeighborsClassifier(java.lang.String module,
                    java.lang.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()

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

getMetric

public java.lang.String getMetric()

Specified by:

getMetric in interface HasNeighbors

getNumberOfNeighbors

public int getNumberOfNeighbors()

Specified by:

getNumberOfNeighbors in interface HasNeighbors

getP

public int getP()

Specified by:

getP in interface HasNeighbors

getWeights

public java.lang.String getWeights()

Specified by:

getWeights in interface HasNeighbors

getFitX

public java.util.List<? extends java.lang.Number> getFitX()

Specified by:

getFitX in interface HasTrainingData

getFitXShape

public int[] getFitXShape()

getY

public java.util.List<?> getY()

Specified by:

getY in interface HasTrainingData