.TH "mlpack::tree::TreeTraits< BinarySpaceTree< BoundType, StatisticType, MatType > >" 3 "Tue Sep 9 2014" "Version 1.0.10" "MLPACK" \" -*- nroff -*-
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.SH NAME
mlpack::tree::TreeTraits< BinarySpaceTree< BoundType, StatisticType, MatType > > \- 
.PP
This is a specialization of the TreeType class to the \fBBinarySpaceTree\fP tree type\&.  

.SH SYNOPSIS
.br
.PP
.SS "Static Public Attributes"

.in +1c
.ti -1c
.RI "static const bool \fBFirstPointIsCentroid\fP = false"
.br
.RI "\fIThere is no guarantee that the first point in a node is its centroid\&. \fP"
.ti -1c
.RI "static const bool \fBHasOverlappingChildren\fP = false"
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.RI "\fIEach binary space tree node has two children which represent non-overlapping subsets of the space which the node represents\&. \fP"
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.RI "static const bool \fBHasSelfChildren\fP = false"
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.RI "\fIPoints are not contained at multiple levels of the binary space tree\&. \fP"
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.RI "static const bool \fBRearrangesDataset\fP = true"
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.RI "\fIPoints are rearranged during building of the tree\&. \fP"
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.SH "Detailed Description"
.PP 

.SS "template<typename BoundType, typename StatisticType, typename MatType>class mlpack::tree::TreeTraits< BinarySpaceTree< BoundType, StatisticType, MatType > >"
This is a specialization of the TreeType class to the \fBBinarySpaceTree\fP tree type\&. 

It defines characteristics of the binary space tree, and is used to help write tree-independent (but still optimized) tree-based algorithms\&. See \fBmlpack/core/tree/tree_traits\&.hpp\fP for more information\&. 
.PP
Definition at line 39 of file traits\&.hpp\&.
.SH "Member Data Documentation"
.PP 
.SS "template<typename BoundType , typename StatisticType , typename MatType > const bool \fBmlpack::tree::TreeTraits\fP< \fBBinarySpaceTree\fP< BoundType, StatisticType, MatType > >::FirstPointIsCentroid = false\fC [static]\fP"

.PP
There is no guarantee that the first point in a node is its centroid\&. 
.PP
Definition at line 52 of file traits\&.hpp\&.
.SS "template<typename BoundType , typename StatisticType , typename MatType > const bool \fBmlpack::tree::TreeTraits\fP< \fBBinarySpaceTree\fP< BoundType, StatisticType, MatType > >::HasOverlappingChildren = false\fC [static]\fP"

.PP
Each binary space tree node has two children which represent non-overlapping subsets of the space which the node represents\&. Therefore, children are not overlapping\&. 
.PP
Definition at line 47 of file traits\&.hpp\&.
.SS "template<typename BoundType , typename StatisticType , typename MatType > const bool \fBmlpack::tree::TreeTraits\fP< \fBBinarySpaceTree\fP< BoundType, StatisticType, MatType > >::HasSelfChildren = false\fC [static]\fP"

.PP
Points are not contained at multiple levels of the binary space tree\&. 
.PP
Definition at line 57 of file traits\&.hpp\&.
.SS "template<typename BoundType , typename StatisticType , typename MatType > const bool \fBmlpack::tree::TreeTraits\fP< \fBBinarySpaceTree\fP< BoundType, StatisticType, MatType > >::RearrangesDataset = true\fC [static]\fP"

.PP
Points are rearranged during building of the tree\&. 
.PP
Definition at line 62 of file traits\&.hpp\&.

.SH "Author"
.PP 
Generated automatically by Doxygen for MLPACK from the source code\&.