opennn::KMeans Class Reference

#include <kmeans.h>

Public Member Functions
	KMeans (Index clusters=3, Index=100)
VectorI	calculate_outputs (const MatrixR &)
VectorR	elbow_method (const MatrixR &, Index=10)
Index	find_optimal_clusters (const VectorR &) const
VectorI	get_cluster_labels () const
MatrixR	get_cluster_centers () const
Index	get_clusters_number () const
void	fit (const MatrixR &)
void	set_cluster_number (const Index)
void	set_centers_random (const MatrixR &)

Constructor & Destructor Documentation

KMeans()

opennn::KMeans::KMeans	(	Index	clusters = 3,
		Index	= 100 )

Member Function Documentation

calculate_outputs()

VectorI opennn::KMeans::calculate_outputs

(

const MatrixR &

)

elbow_method()

VectorR opennn::KMeans::elbow_method	(	const MatrixR &	,
		Index	= 10 )

find_optimal_clusters()

Index opennn::KMeans::find_optimal_clusters

(

const VectorR &

)

const

fit()

void opennn::KMeans::fit

(

const MatrixR &

)

get_cluster_centers()

MatrixR opennn::KMeans::get_cluster_centers

(

)

const

get_cluster_labels()

VectorI opennn::KMeans::get_cluster_labels

(

)

const

get_clusters_number()

Index opennn::KMeans::get_clusters_number

(

)

const

set_centers_random()

void opennn::KMeans::set_centers_random

(

const MatrixR &

)

set_cluster_number()

void opennn::KMeans::set_cluster_number

(

const Index

)