| Package | Description |
|---|---|
| org.apache.commons.math3.ml.clustering |
Clustering algorithms.
|
| org.apache.commons.math3.ml.clustering.evaluation |
Cluster evaluation methods.
|
| Modifier and Type | Class and Description |
|---|---|
class |
CentroidCluster<T extends Clusterable>
A Cluster used by centroid-based clustering algorithms.
|
| Modifier and Type | Method and Description |
|---|---|
List<Cluster<T>> |
DBSCANClusterer.cluster(Collection<T> points)
Performs DBSCAN cluster analysis.
|
abstract List<? extends Cluster<T>> |
Clusterer.cluster(Collection<T> points)
Perform a cluster analysis on the given set of
Clusterable instances. |
| Modifier and Type | Method and Description |
|---|---|
protected Clusterable |
ClusterEvaluator.centroidOf(Cluster<T> cluster)
Computes the centroid for a cluster.
|
| Modifier and Type | Method and Description |
|---|---|
double |
SumOfClusterVariances.score(List<? extends Cluster<T>> clusters)
Computes the evaluation score for the given list of clusters.
|
abstract double |
ClusterEvaluator.score(List<? extends Cluster<T>> clusters)
Computes the evaluation score for the given list of clusters.
|
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