Public Member Functions
	SampleInitialization ()
	Empty constructor, required by the InitialPartitionPolicy type definition.

Static Public Member Functions
template<typename MatType >
static void	Cluster (const MatType &data, const size_t clusters, arma::mat &centroids)
	Initialize the centroids matrix by randomly sampling points from the data matrix. More...

Member Function Documentation

◆ Cluster()

template<typename MatType >

static void mlpack::kmeans::SampleInitialization::Cluster	(	const MatType &	data,
		const size_t	clusters,
		arma::mat &	centroids
	)

inlinestatic

Initialize the centroids matrix by randomly sampling points from the data matrix.

Parameters

data	Dataset.
clusters	Number of clusters.
centroids	Matrix to put initial centroids into.

The documentation for this class was generated from the following file: