naive_kmeans.hpp File Reference

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Classes
class	mlpack::kmeans::NaiveKMeans< MetricType, MatType >
	This is an implementation of a single iteration of Lloyd's algorithm for k-means. More...

Namespaces
	mlpack
	Linear algebra utility functions, generally performed on matrices or vectors.
	mlpack::kmeans
	K-Means clustering.

Detailed Description

Author

Ryan Curtin

An implementation of a naively-implemented step of the Lloyd algorithm for k-means clustering. This may still be the best choice for small datasets or datasets with very high dimensionality.

mlpack is free software; you may redistribute it and/or modify it under the terms of the 3-clause BSD license. You should have received a copy of the 3-clause BSD license along with mlpack. If not, see http://www.opensource.org/licenses/BSD-3-Clause for more information.

Definition in file naive_kmeans.hpp.