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mlpack::kernel::KMeansSelection< ClusteringType >(3) MLPACK mlpack::kernel::KMeansSelection< ClusteringType >(3)

NAME

mlpack::kernel::KMeansSelection< ClusteringType > -

SYNOPSIS

Static Public Member Functions


static const arma::mat * Select (const arma::mat &data, const size_t m, const size_t maxIterations=5)
 
Use the K-Means clustering method to select the specified number of points in the dataset.

Detailed Description

template<typename ClusteringType = kmeans::KMeans<>>class mlpack::kernel::KMeansSelection< ClusteringType >

Definition at line 33 of file kmeans_selection.hpp.

Member Function Documentation

template<typename ClusteringType = kmeans::KMeans<>> static const arma::mat* mlpack::kernel::KMeansSelection< ClusteringType >::Select (const arma::mat &data, const size_tm, const size_tmaxIterations = 5) [inline], [static]

Use the K-Means clustering method to select the specified number of points in the dataset. You are responsible for deleting the returned matrix!
Parameters:
data Dataset to sample from.
 
m Number of points to select.
Returns:
Matrix pointer in which centroids are stored.
Definition at line 44 of file kmeans_selection.hpp.

Author

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Tue Sep 9 2014 Version 1.0.10