\section{/var/www/mlpack.ratml.\+org/mlpack.org/\+\_\+src/mlpack-\/3.3.0/src/mlpack/methods/kmeans/max\+\_\+variance\+\_\+new\+\_\+cluster.hpp File Reference}
\label{max__variance__new__cluster_8hpp}\index{/var/www/mlpack.\+ratml.\+org/mlpack.\+org/\+\_\+src/mlpack-\/3.\+3.\+0/src/mlpack/methods/kmeans/max\+\_\+variance\+\_\+new\+\_\+cluster.\+hpp@{/var/www/mlpack.\+ratml.\+org/mlpack.\+org/\+\_\+src/mlpack-\/3.\+3.\+0/src/mlpack/methods/kmeans/max\+\_\+variance\+\_\+new\+\_\+cluster.\+hpp}}
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\subsection*{Classes}
\begin{DoxyCompactItemize}
\item 
class \textbf{ Max\+Variance\+New\+Cluster}
\begin{DoxyCompactList}\small\item\em When an empty cluster is detected, this class takes the point furthest from the centroid of the cluster with maximum variance as a new cluster. \end{DoxyCompactList}\end{DoxyCompactItemize}
\subsection*{Namespaces}
\begin{DoxyCompactItemize}
\item 
 \textbf{ mlpack}
\begin{DoxyCompactList}\small\item\em strip\+\_\+type.\+hpp \end{DoxyCompactList}\item 
 \textbf{ mlpack\+::kmeans}
\begin{DoxyCompactList}\small\item\em K-\/\+Means clustering. \end{DoxyCompactList}\end{DoxyCompactItemize}


\subsection{Detailed Description}
\begin{DoxyAuthor}{Author}
Ryan Curtin
\end{DoxyAuthor}
An implementation of the Empty\+Cluster\+Policy policy class for K-\/\+Means. When an empty cluster is detected, the point furthest from the centroid of the cluster with maximum variance is taken to be a new cluster.

mlpack is free software; you may redistribute it and/or modify it under the terms of the 3-\/clause B\+SD license. You should have received a copy of the 3-\/clause B\+SD license along with mlpack. If not, see {\tt http\+://www.\+opensource.\+org/licenses/\+B\+S\+D-\/3-\/\+Clause} for more information.