mlpack  1.0.12
mlpack::kmeans::KMeans< MetricType, InitialPartitionPolicy, EmptyClusterPolicy > Member List

This is the complete list of members for mlpack::kmeans::KMeans< MetricType, InitialPartitionPolicy, EmptyClusterPolicy >, including all inherited members.

Cluster(const MatType &data, const size_t clusters, arma::Col< size_t > &assignments, const bool initialGuess=false) const mlpack::kmeans::KMeans< MetricType, InitialPartitionPolicy, EmptyClusterPolicy >
Cluster(const MatType &data, const size_t clusters, arma::Col< size_t > &assignments, MatType &centroids, const bool initialAssignmentGuess=false, const bool initialCentroidGuess=false) const mlpack::kmeans::KMeans< MetricType, InitialPartitionPolicy, EmptyClusterPolicy >
emptyClusterActionmlpack::kmeans::KMeans< MetricType, InitialPartitionPolicy, EmptyClusterPolicy >private
EmptyClusterAction() const mlpack::kmeans::KMeans< MetricType, InitialPartitionPolicy, EmptyClusterPolicy >inline
EmptyClusterAction()mlpack::kmeans::KMeans< MetricType, InitialPartitionPolicy, EmptyClusterPolicy >inline
KMeans(const size_t maxIterations=1000, const double overclusteringFactor=1.0, const MetricType metric=MetricType(), const InitialPartitionPolicy partitioner=InitialPartitionPolicy(), const EmptyClusterPolicy emptyClusterAction=EmptyClusterPolicy())mlpack::kmeans::KMeans< MetricType, InitialPartitionPolicy, EmptyClusterPolicy >
maxIterationsmlpack::kmeans::KMeans< MetricType, InitialPartitionPolicy, EmptyClusterPolicy >private
MaxIterations() const mlpack::kmeans::KMeans< MetricType, InitialPartitionPolicy, EmptyClusterPolicy >inline
MaxIterations()mlpack::kmeans::KMeans< MetricType, InitialPartitionPolicy, EmptyClusterPolicy >inline
Metric() const mlpack::kmeans::KMeans< MetricType, InitialPartitionPolicy, EmptyClusterPolicy >inline
Metric()mlpack::kmeans::KMeans< MetricType, InitialPartitionPolicy, EmptyClusterPolicy >inline
metricmlpack::kmeans::KMeans< MetricType, InitialPartitionPolicy, EmptyClusterPolicy >private
overclusteringFactormlpack::kmeans::KMeans< MetricType, InitialPartitionPolicy, EmptyClusterPolicy >private
OverclusteringFactor() const mlpack::kmeans::KMeans< MetricType, InitialPartitionPolicy, EmptyClusterPolicy >inline
OverclusteringFactor()mlpack::kmeans::KMeans< MetricType, InitialPartitionPolicy, EmptyClusterPolicy >inline
partitionermlpack::kmeans::KMeans< MetricType, InitialPartitionPolicy, EmptyClusterPolicy >private
Partitioner() const mlpack::kmeans::KMeans< MetricType, InitialPartitionPolicy, EmptyClusterPolicy >inline
Partitioner()mlpack::kmeans::KMeans< MetricType, InitialPartitionPolicy, EmptyClusterPolicy >inline
ToString() const mlpack::kmeans::KMeans< MetricType, InitialPartitionPolicy, EmptyClusterPolicy >