#include "kmeans.hpp"#include <mlpack/core/metrics/lmetric.hpp>#include <mlpack/core/util/sfinae_utility.hpp>
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Classes | |
| struct | mlpack::kmeans::GivesCentroids< InitialPartitionPolicy > |
| 'value' is true if the InitialPartitionPolicy class has a member Cluster(const arma::mat& data, const size_t clusters, arma::mat& centroids). More... | |
Namespaces | |
| mlpack | |
| Linear algebra utility functions, generally performed on matrices or vectors. | |
| mlpack::kmeans | |
| K-Means clustering. | |
Functions | |
| mlpack::kmeans::HAS_MEM_FUNC (Cluster, GivesCentroidsCheck) | |
| This gives us a GivesCentroids object that we can use to tell whether or not an InitialPartitionPolicy returns centroids or point assignments. | |
| template<typename MatType , typename InitialPartitionPolicy > | |
| bool | mlpack::kmeans::GetInitialAssignmentsOrCentroids (InitialPartitionPolicy &ipp, const MatType &data, const size_t clusters, arma::Row< size_t > &assignments, arma::mat &, const typename std::enable_if_t< !GivesCentroids< InitialPartitionPolicy >::value > *=0) |
| Call the initial partition policy, if it returns assignments. More... | |
| template<typename MatType , typename InitialPartitionPolicy > | |
| bool | mlpack::kmeans::GetInitialAssignmentsOrCentroids (InitialPartitionPolicy &ipp, const MatType &data, const size_t clusters, arma::Row< size_t > &, arma::mat ¢roids, const typename std::enable_if_t< GivesCentroids< InitialPartitionPolicy >::value > *=0) |
| Call the initial partition policy, if it returns centroids. More... | |
Detailed Description
Implementation for the K-means method for getting an initial point.
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.
