org.marvinproject.ml.kmeans

类 Kmeans

java.lang.Object

marvin.plugin.MarvinAbstractPlugin

marvin.plugin.MarvinAbstractAlgorithmPlugin

org.marvinproject.ml.kmeans.Kmeans

所有已实现的接口:

MarvinAlgorithmPlugin, MarvinPlugin

public class Kmeans
extends MarvinAbstractAlgorithmPlugin

构造器概要

构造器

构造器和说明
Kmeans()

方法概要

限定符和类型	方法和说明
static double[][]	gaussianDistributionMarsaglia(double[] mean, double variance, int points, int dim)
static int	getNearestPrototype(double[] data, double[][] prototypes)
void	load()
void	process(MarvinAttributes out)

从类继承的方法 marvin.plugin.MarvinAbstractPlugin

getAttribute, getAttributes, invalidate, isValid, setAttribute, setAttributes, validate

从类继承的方法 java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

从接口继承的方法 marvin.plugin.MarvinPlugin

getAttribute, getAttributes, invalidate, isValid, setAttribute, setAttributes, validate

构造器详细资料

Kmeans

public Kmeans()

方法详细资料

load

public void load()

process

public void process(MarvinAttributes out)

getNearestPrototype

public static int getNearestPrototype(double[] data,
                                      double[][] prototypes)

gaussianDistributionMarsaglia

public static double[][] gaussianDistributionMarsaglia(double[] mean,
                                                       double variance,
                                                       int points,
                                                       int dim)