Example usage for org.apache.commons.math3.ml.clustering Clusterer cluster

Introduction

In this page you can find the example usage for org.apache.commons.math3.ml.clustering Clusterer cluster.

Prototype

public abstract List<? extends Cluster<T>> cluster(Collection<T> points)
        throws MathIllegalArgumentException, ConvergenceException;

Source Link

Document

Perform a cluster analysis on the given set of Clusterable instances.

Usage

From source file:edu.cmu.sv.modelinference.eventtool.classification.Clusterer1D.java

private List<? extends Cluster<DataWrapper>> computeClusters(Collection<DataWrapper> dataCol, int k) {
    List<? extends Cluster<DataWrapper>> clusterResults = null;
    try {/*  ww  w .  ja v  a 2 s  .  c o m*/
        Clusterer<DataWrapper> clusterer = new MultiKMeansPlusPlusClusterer<>(
                new KMeansPlusPlusClusterer<DataWrapper>(k, maxIterations), trials);
        clusterResults = clusterer.cluster(dataCol);
    } catch (NumberIsTooSmallException e) {
        logger.warn("Too few datapoints for clusters: " + e.getMessage());
    }
    return clusterResults;
}

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