Calculates the cluster silhouette scores

Uses the squared Euclidean distance under the hood for speed.

Usage

rs_silhouette_score(data, cluster_membership)

Arguments

data

Numeric matrix. The data in shape of sample x features.

cluster_membership

Integers. Cluster memberships as integers.

Value

A list with the following items

• mean_silhouette - Mean silhouette scores per cluster.

• silhouette_scores - Silhouette scores per given data point.