Uses of Class
org.apache.commons.math3.stat.clustering.Cluster
Packages that use Cluster
Package
Description
All classes and sub-packages of this package are deprecated.
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Uses of Cluster in org.apache.commons.math3.stat.clustering
Methods in org.apache.commons.math3.stat.clustering that return ClusterModifier and TypeMethodDescriptionDBSCANClusterer.expandCluster
(Cluster<T> cluster, T point, List<T> neighbors, Collection<T> points, Map<Clusterable<T>, DBSCANClusterer.PointStatus> visited) Deprecated.Expands the cluster to include density-reachable items.Methods in org.apache.commons.math3.stat.clustering that return types with arguments of type ClusterModifier and TypeMethodDescriptionprivate static <T extends Clusterable<T>>
List<Cluster<T>> KMeansPlusPlusClusterer.chooseInitialCenters
(Collection<T> points, int k, Random random) Deprecated.Use K-means++ to choose the initial centers.DBSCANClusterer.cluster
(Collection<T> points) Deprecated.Performs DBSCAN cluster analysis.KMeansPlusPlusClusterer.cluster
(Collection<T> points, int k, int maxIterations) Deprecated.Runs the K-means++ clustering algorithm.KMeansPlusPlusClusterer.cluster
(Collection<T> points, int k, int numTrials, int maxIterationsPerTrial) Deprecated.Runs the K-means++ clustering algorithm.Methods in org.apache.commons.math3.stat.clustering with parameters of type ClusterModifier and TypeMethodDescriptionDBSCANClusterer.expandCluster
(Cluster<T> cluster, T point, List<T> neighbors, Collection<T> points, Map<Clusterable<T>, DBSCANClusterer.PointStatus> visited) Deprecated.Expands the cluster to include density-reachable items.Method parameters in org.apache.commons.math3.stat.clustering with type arguments of type ClusterModifier and TypeMethodDescriptionprivate static <T extends Clusterable<T>>
intKMeansPlusPlusClusterer.assignPointsToClusters
(List<Cluster<T>> clusters, Collection<T> points, int[] assignments) Deprecated.Adds the given points to the closestCluster
.private T
KMeansPlusPlusClusterer.getFarthestPoint
(Collection<Cluster<T>> clusters) Deprecated.Get the point farthest to its cluster centerprivate static <T extends Clusterable<T>>
intKMeansPlusPlusClusterer.getNearestCluster
(Collection<Cluster<T>> clusters, T point) Deprecated.Returns the nearestCluster
to the given pointprivate T
KMeansPlusPlusClusterer.getPointFromLargestNumberCluster
(Collection<Cluster<T>> clusters) Deprecated.Get a random point from theCluster
with the largest number of pointsprivate T
KMeansPlusPlusClusterer.getPointFromLargestVarianceCluster
(Collection<Cluster<T>> clusters) Deprecated.Get a random point from theCluster
with the largest distance variance.