Package jsat.clustering.evaluation.intra

Interface Summary

Interface	Description
IntraClusterEvaluation	This interface defines the contract for a method to evaluate the intra-cluster distance.

Class Summary

Class	Description
MaxDistance	Evaluates a cluster's validity by returning the maximum distance between any two points in the cluster.
MeanCentroidDistance	Evaluates a cluster's validity by computing the mean distance of each point in the cluster from the cluster's centroid.
MeanDistance	Evaluates a cluster's validity by computing the mean distance between all combinations of points.
SoSCentroidDistance	Evaluates a cluster's validity by computing the sum of squared distances from each point to the mean of the cluster.
SumOfSqrdPairwiseDistances	Evaluates a cluster's validity by computing the normalized sum of pairwise distances for all points in the cluster.