mlpack_kernel_KMeansSelection (3)

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.

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

Definition at line 33 of file kmeans_selection.hpp.

template<typename ClusteringType = kmeans::KMeans<>> static const arma::mat* \fBmlpack::kernel::KMeansSelection\fP< ClusteringType >::Select (const arma::mat &data, const size_tm, const size_tmaxIterations = \fC5\fP)\fC [inline]\fP, \fC [static]\fP

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.

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