SilhouetteEvaluation
silhouette
)Name
, Value
)A silhouette object to evaluate clustering solutions.
A SilhouetteEvaluation
object is a ClusterCriterion
object used to evaluate clustering solutions using the silhouette
criterion.
List of public properties specific to SilhouetteEvaluation
:
Distance
a valid distance metric name, or a function handle or a numeric array as
generated by the pdist
function.
ClusterPriors
a valid name for the evaluation of silhouette values: empirical
(default) or equal
.
ClusterSilhouettes
a cell array with the silhouette values of each data point for each cluster number.
The best solution according to the silhouette criterion is the one that scores the highest average silhouette value.
See also: evalclusters, ClusterCriterion, CalinskiHarabaszEvaluation, DaviesBouldinEvaluation, GapEvaluation
Source Code: SilhouetteEvaluation
SilhouetteEvaluation.Distance
is not documented.
SilhouetteEvaluation.ClusterPriors
is not documented.
SilhouetteEvaluation.ClusterSilhouettes
is not documented.
Add a new cluster array to inspect the SilhouetteEvaluation object.
Plot the evaluation results.
Plot the CriterionValues against InspectedK from the SilhouetteEvaluation ClusterCriterion, obj, to the current plot. It can also return a handle to the current plot.
Return a compact SilhouetteEvaluation object (not implemented yet).