Package org.apache.ignite.examples.ml.clustering

Class GmmClusterizationExample

  • public class GmmClusterizationExample
extends java.lang.Object
    Example of using GMM clusterization algorithm. Gaussian Mixture Algorithm (GMM, see GmmModel, GmmTrainer) can be used for input dataset data distribution representation as mixture of multivariate gaussians. More info: https://en.wikipedia.org/wiki/Mixture_model#Gaussian_mixture_model .

    In this example GMM are used for gaussians shape recovering - means and covariances of them.

    • Method Summary

      All Methods Static Methods Concrete Methods 
      Modifier and Type Method Description
      static void main​(java.lang.String[] args)
      Runs example.

      • Methods inherited from class java.lang.Object

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

    • Constructor Detail

      • GmmClusterizationExample

        public GmmClusterizationExample()

    • Method Detail

      • main

        public static void main​(java.lang.String[] args)
        Runs example.
        Parameters:
        args - Command line arguments.