java直接调用kmeans聚类

import kmeans.kmeans;

import kmeans.kmeans_data;

import kmeans.kmeans_param;

public class Kmeans {

public static void main(String[] args) {

double[][] points = {{0, 0}, {4, 10}, {1, 1}, {5, 8}}; //测试数据，四个二维的点

kmeans_data data = new kmeans_data(points, 4, 2); //初始化数据结构

kmeans_param param = new kmeans_param(); //初始化参数结构

param.initCenterMehtod = kmeans_param.CENTER_RANDOM;

//做kmeans计算，分两类

kmeans.doKmeans(2, data, param);

//查看每个点的所属聚类标号

System.out.print("The labels of points is: ");

for (int lable : data.labels) {

System.out.print(lable + " ");

}

}