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<h1 title="Package" class="title">Package&nbsp;org.apache.commons.math3.ml.clustering</h1>
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<div class="block">Clustering algorithms.</div>
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<p>See:&nbsp;<a href="#package_description">Description</a></p>
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<th class="colFirst" scope="col">Interface</th>
<th class="colLast" scope="col">Description</th>
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<td class="colFirst"><a href="../../../../../../org/apache/commons/math3/ml/clustering/Clusterable.html" title="interface in org.apache.commons.math3.ml.clustering">Clusterable</a></td>
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<div class="block">Interface for n-dimensional points that can be clustered together.</div>
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<th class="colFirst" scope="col">Class</th>
<th class="colLast" scope="col">Description</th>
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<td class="colFirst"><a href="../../../../../../org/apache/commons/math3/ml/clustering/CentroidCluster.html" title="class in org.apache.commons.math3.ml.clustering">CentroidCluster</a>&lt;T extends <a href="../../../../../../org/apache/commons/math3/ml/clustering/Clusterable.html" title="interface in org.apache.commons.math3.ml.clustering">Clusterable</a>&gt;</td>
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<div class="block">A Cluster used by centroid-based clustering algorithms.</div>
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<td class="colFirst"><a href="../../../../../../org/apache/commons/math3/ml/clustering/Cluster.html" title="class in org.apache.commons.math3.ml.clustering">Cluster</a>&lt;T extends <a href="../../../../../../org/apache/commons/math3/ml/clustering/Clusterable.html" title="interface in org.apache.commons.math3.ml.clustering">Clusterable</a>&gt;</td>
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<div class="block">Cluster holding a set of <a href="../../../../../../org/apache/commons/math3/ml/clustering/Clusterable.html" title="interface in org.apache.commons.math3.ml.clustering"><code>Clusterable</code></a> points.</div>
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<td class="colFirst"><a href="../../../../../../org/apache/commons/math3/ml/clustering/Clusterer.html" title="class in org.apache.commons.math3.ml.clustering">Clusterer</a>&lt;T extends <a href="../../../../../../org/apache/commons/math3/ml/clustering/Clusterable.html" title="interface in org.apache.commons.math3.ml.clustering">Clusterable</a>&gt;</td>
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<div class="block">Base class for clustering algorithms.</div>
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<td class="colFirst"><a href="../../../../../../org/apache/commons/math3/ml/clustering/DBSCANClusterer.html" title="class in org.apache.commons.math3.ml.clustering">DBSCANClusterer</a>&lt;T extends <a href="../../../../../../org/apache/commons/math3/ml/clustering/Clusterable.html" title="interface in org.apache.commons.math3.ml.clustering">Clusterable</a>&gt;</td>
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<div class="block">DBSCAN (density-based spatial clustering of applications with noise) algorithm.</div>
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<td class="colFirst"><a href="../../../../../../org/apache/commons/math3/ml/clustering/DoublePoint.html" title="class in org.apache.commons.math3.ml.clustering">DoublePoint</a></td>
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<div class="block">A simple implementation of <a href="../../../../../../org/apache/commons/math3/ml/clustering/Clusterable.html" title="interface in org.apache.commons.math3.ml.clustering"><code>Clusterable</code></a> for points with double coordinates.</div>
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<td class="colFirst"><a href="../../../../../../org/apache/commons/math3/ml/clustering/FuzzyKMeansClusterer.html" title="class in org.apache.commons.math3.ml.clustering">FuzzyKMeansClusterer</a>&lt;T extends <a href="../../../../../../org/apache/commons/math3/ml/clustering/Clusterable.html" title="interface in org.apache.commons.math3.ml.clustering">Clusterable</a>&gt;</td>
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<div class="block">Fuzzy K-Means clustering algorithm.</div>
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<td class="colFirst"><a href="../../../../../../org/apache/commons/math3/ml/clustering/KMeansPlusPlusClusterer.html" title="class in org.apache.commons.math3.ml.clustering">KMeansPlusPlusClusterer</a>&lt;T extends <a href="../../../../../../org/apache/commons/math3/ml/clustering/Clusterable.html" title="interface in org.apache.commons.math3.ml.clustering">Clusterable</a>&gt;</td>
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<div class="block">Clustering algorithm based on David Arthur and Sergei Vassilvitski k-means++ algorithm.</div>
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<td class="colFirst"><a href="../../../../../../org/apache/commons/math3/ml/clustering/MultiKMeansPlusPlusClusterer.html" title="class in org.apache.commons.math3.ml.clustering">MultiKMeansPlusPlusClusterer</a>&lt;T extends <a href="../../../../../../org/apache/commons/math3/ml/clustering/Clusterable.html" title="interface in org.apache.commons.math3.ml.clustering">Clusterable</a>&gt;</td>
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<div class="block">A wrapper around a k-means++ clustering algorithm which performs multiple trials
and returns the best solution.</div>
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<th class="colFirst" scope="col">Enum</th>
<th class="colLast" scope="col">Description</th>
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<td class="colFirst"><a href="../../../../../../org/apache/commons/math3/ml/clustering/KMeansPlusPlusClusterer.EmptyClusterStrategy.html" title="enum in org.apache.commons.math3.ml.clustering">KMeansPlusPlusClusterer.EmptyClusterStrategy</a></td>
<td class="colLast">
<div class="block">Strategies to use for replacing an empty cluster.</div>
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<h2 title="Package org.apache.commons.math3.ml.clustering Description">Package org.apache.commons.math3.ml.clustering Description</h2>
<div class="block">Clustering algorithms.</div>
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