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Java example source code file (KMeansClustering.java)
The KMeansClustering.java Java example source code/* * * * Copyright 2015 Skymind,Inc. * * * * Licensed under the Apache License, Version 2.0 (the "License"); * * you may not use this file except in compliance with the License. * * You may obtain a copy of the License at * * * * http://www.apache.org/licenses/LICENSE-2.0 * * * * Unless required by applicable law or agreed to in writing, software * * distributed under the License is distributed on an "AS IS" BASIS, * * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * * See the License for the specific language governing permissions and * * limitations under the License. * */ package org.deeplearning4j.clustering.kmeans; import org.deeplearning4j.clustering.algorithm.BaseClusteringAlgorithm; import org.deeplearning4j.clustering.algorithm.strategy.ClusteringStrategy; import org.deeplearning4j.clustering.algorithm.strategy.FixedClusterCountStrategy; /** * * @author Julien Roch * */ public class KMeansClustering extends BaseClusteringAlgorithm { private static final long serialVersionUID = 8476951388145944776L; protected KMeansClustering(ClusteringStrategy clusteringStrategy) { super(clusteringStrategy); } public static KMeansClustering setup(int clusterCount, int maxIterationCount,String distanceFunction) { ClusteringStrategy clusteringStrategy = FixedClusterCountStrategy.setup(clusterCount, distanceFunction); clusteringStrategy.endWhenIterationCountEquals(maxIterationCount); return new KMeansClustering(clusteringStrategy); } public static KMeansClustering setup(int clusterCount, double minDistributionVariationRate, String distanceFunction, boolean allowEmptyClusters) { ClusteringStrategy clusteringStrategy = FixedClusterCountStrategy.setup(clusterCount, distanceFunction); clusteringStrategy.endWhenDistributionVariationRateLessThan(minDistributionVariationRate); return new KMeansClustering(clusteringStrategy); } } Other Java examples (source code examples)Here is a short list of links related to this Java KMeansClustering.java source code file: |
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