mlpack_kernel_KMeansSelection3
Usage
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.