AI.Clustering.KMeans.Types

description starting at first column

Documentation

data KMeans

Results from running kmeans

Constructors

KMeans

Fields

_clusters :: Vector Int

A vector of integers (0 ~ k-1) indicating the cluster to which each point is allocated.

_centers :: Matrix Double

A matrix of cluster centers.

Instances

Show KMeans

data Method

Different initialization methods

Constructors

Forgy

The Forgy method randomly chooses k unique observations from the data set and uses these as the initial means.

KMeansPP

K-means++ algorithm.