sklearn.cluster

Class KMeans

java.lang.Object

java.util.AbstractMap<K,V>

java.util.HashMap<String,Object>

net.razorvine.pickle.objects.ClassDict

sklearn.BaseEstimator

sklearn.Estimator

sklearn.Clusterer

sklearn.cluster.KMeans

All Implemented Interfaces:

Serializable, Cloneable, Map<String,Object>

Direct Known Subclasses:

MiniBatchKMeans

public class KMeans
extends Clusterer

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
KMeans(String module, String name)

Method Summary

Methods

Modifier and Type	Method and Description
org.dmg.pmml.clustering.ClusteringModel	encodeModel(org.jpmml.converter.Schema schema)
List<? extends Number>	getClusterCenters()
List<Integer>	getLabels()
int	getNumberOfFeatures()

Methods inherited from class sklearn.Clusterer

createSchema

Methods inherited from class sklearn.Estimator

createActiveFields, createTargetField, encodeDefineFunctions, getDataType, getOpType, requiresContinuousInput

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

KMeans

public KMeans(String module,
      String name)

Method Detail

getNumberOfFeatures

public int getNumberOfFeatures()

Overrides:

getNumberOfFeatures in class Estimator

encodeModel

public org.dmg.pmml.clustering.ClusteringModel encodeModel(org.jpmml.converter.Schema schema)

Specified by:

encodeModel in class Estimator

getClusterCenters

public List<? extends Number> getClusterCenters()

getLabels

public List<Integer> getLabels()