Package | Description |
---|---|
jsat.clustering.evaluation | |
jsat.clustering.hierarchical |
Class and Description |
---|
ClusterEvaluation
Provides the contract for evaluating the quality of a hard assignment of
clustering a dataset.
|
ClusterEvaluationBase
Base implementation for one of the methods in
ClusterEvaluation to
make life easier. |
DaviesBouldinIndex
A measure for evaluating the quality of a clustering by measuring the
distances of points to their centroids.
|
DunnIndex
Computes the Dunn Index (DI) using a customizable manner.
|
IntraClusterSumEvaluation
Evaluates a cluster based on the sum of scores for some
IntraClusterEvaluation applied to each cluster. |
NormalizedMutualInformation
Normalized Mutual Information (NMI) is a measure to evaluate a cluster based
on the true class labels for the data set.
|
Class and Description |
---|
ClusterEvaluation
Provides the contract for evaluating the quality of a hard assignment of
clustering a dataset.
|
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