Examples of ThreadedKMeans

Examples of JDescriptors.fr.lip6.clustering.ThreadedKMeans

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    Runtime.getRuntime().gc();
    System.out.println(" free : "+(Runtime.getRuntime().freeMemory()/1000000)+" total : "+(Runtime.getRuntime().totalMemory()/1000000));
   
    // clustering
    ThreadedKMeans km = new ThreadedKMeans(instances, 50, 500,2);
   

    System.out.println("getting clusters...");
    double[][] centers = km.getCenters();
    double[] sigma = km.getMeanDistance();
    int[] pop = km.getPopulationInCluster();
   
    for(i = 0 ; i < centers.length; i++)
    {
      System.out.println("Cluster "+i+"("+pop[i]+")[+"+sigma[i]+"] : "+Arrays.toString(centers[i]));
    }
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Examples of JDescriptors.fr.lip6.clustering.ThreadedKMeans

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    Runtime.getRuntime().gc();
    System.out.println(" free : "+(Runtime.getRuntime().freeMemory()/1000000)+" total : "+(Runtime.getRuntime().totalMemory()/1000000));
   
    // clustering
    long time = System.currentTimeMillis();
    ThreadedKMeans km = new ThreadedKMeans(instances, nbCluster, 5000, Runtime.getRuntime().availableProcessors());
   

    System.out.println("getting clusters...");
    double[][] centers = km.getCenters();
    double[] sigma = km.getMeanDistance();
    int[] pop = km.getPopulationInCluster();
   
    System.out.println("done ("+(System.currentTimeMillis()-time)+").");
    System.out.println("Non empty clusters : "+centers.length);
   
    try
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Examples of JDescriptors.fr.lip6.clustering.ThreadedKMeans

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    Runtime.getRuntime().gc();
    System.out.println(" free : "+(Runtime.getRuntime().freeMemory()/1000000)+" total : "+(Runtime.getRuntime().totalMemory()/1000000));
   
    // clustering
    long time = System.currentTimeMillis();
    ThreadedKMeans km = new ThreadedKMeans(instances, nbCluster, 5000, Runtime.getRuntime().availableProcessors());
   

    System.out.println("getting clusters...");
    double[][] centers = km.getCenters();
    double[] sigma = km.getMeanDistance();
    int[] pop = km.getPopulationInCluster();
   
    System.out.println("done ("+(System.currentTimeMillis()-time)+").");
    System.out.println("Non empty clusters : "+centers.length);
   
    try
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