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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)
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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