723 lines
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723 lines
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<title>mlpack: mlpack::tree::RectangleTree< MetricType, StatisticType, MatType, SplitType, DescentType, AuxiliaryInformationType >::DualTreeTraverser< MetricType, StatisticType, MatType, SplitType, DescentType, AuxiliaryInformationType > Class Template Reference</title>
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<li class="navelem"><a class="el" href="namespacemlpack.html">mlpack</a></li><li class="navelem"><a class="el" href="namespacemlpack_1_1tree.html">tree</a></li><li class="navelem"><a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html">RectangleTree</a></li><li class="navelem"><a class="el" href="classmlpack_1_1tree_1_1RectangleTree_1_1DualTreeTraverser.html">DualTreeTraverser</a></li> </ul>
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<div class="title">mlpack::tree::RectangleTree< MetricType, StatisticType, MatType, SplitType, DescentType, AuxiliaryInformationType >::DualTreeTraverser< MetricType, StatisticType, MatType, SplitType, DescentType, AuxiliaryInformationType > Class Template Reference</div> </div>
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<p>A dual tree traverser for rectangle type trees.
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<a href="classmlpack_1_1tree_1_1RectangleTree_1_1DualTreeTraverser.html#details">More...</a></p>
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Classes</h2></td></tr>
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">struct  </td><td class="memItemRight" valign="bottom"><a class="el" href="structmlpack_1_1tree_1_1RectangleTree_1_1DualTreeTraverser_1_1NodeAndScore.html">NodeAndScore</a></td></tr>
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<tr class="separator:"><td class="memSeparator" colspan="2"> </td></tr>
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</table><table class="memberdecls">
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<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-methods"></a>
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Public Member Functions</h2></td></tr>
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<tr class="memitem:aa4922d0b7472d96e6085e02fdf06e5d8"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1tree_1_1RectangleTree_1_1DualTreeTraverser.html#aa4922d0b7472d96e6085e02fdf06e5d8">DualTreeTraverser</a> (RuleType &<a class="el" href="classmlpack_1_1tree_1_1RectangleTree_1_1DualTreeTraverser.html#ab2092fd36ff02e28c4efc2d235f1b61d">rule</a>)</td></tr>
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<tr class="memdesc:aa4922d0b7472d96e6085e02fdf06e5d8"><td class="mdescLeft"> </td><td class="mdescRight">Instantiate the dual-tree traverser with the given rule set. <a href="#aa4922d0b7472d96e6085e02fdf06e5d8">More...</a><br /></td></tr>
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<tr class="separator:aa4922d0b7472d96e6085e02fdf06e5d8"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a66cdb9b49aac5e5e7a6ddf0b88c0e802"><td class="memItemLeft" align="right" valign="top">size_t </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1tree_1_1RectangleTree_1_1DualTreeTraverser.html#a66cdb9b49aac5e5e7a6ddf0b88c0e802">NumBaseCases</a> () const </td></tr>
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<tr class="memdesc:a66cdb9b49aac5e5e7a6ddf0b88c0e802"><td class="mdescLeft"> </td><td class="mdescRight">Get the number of times a base case was calculated. <a href="#a66cdb9b49aac5e5e7a6ddf0b88c0e802">More...</a><br /></td></tr>
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<tr class="separator:a66cdb9b49aac5e5e7a6ddf0b88c0e802"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a653a5b66ed6e315841d22ca7796100db"><td class="memItemLeft" align="right" valign="top">size_t & </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1tree_1_1RectangleTree_1_1DualTreeTraverser.html#a653a5b66ed6e315841d22ca7796100db">NumBaseCases</a> ()</td></tr>
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<tr class="memdesc:a653a5b66ed6e315841d22ca7796100db"><td class="mdescLeft"> </td><td class="mdescRight">Modify the number of times a base case was calculated. <a href="#a653a5b66ed6e315841d22ca7796100db">More...</a><br /></td></tr>
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<tr class="separator:a653a5b66ed6e315841d22ca7796100db"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a14135873b1b688c9a39ffc3b2757cba5"><td class="memItemLeft" align="right" valign="top">size_t </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1tree_1_1RectangleTree_1_1DualTreeTraverser.html#a14135873b1b688c9a39ffc3b2757cba5">NumPrunes</a> () const </td></tr>
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<tr class="memdesc:a14135873b1b688c9a39ffc3b2757cba5"><td class="mdescLeft"> </td><td class="mdescRight">Get the number of prunes. <a href="#a14135873b1b688c9a39ffc3b2757cba5">More...</a><br /></td></tr>
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<tr class="separator:a14135873b1b688c9a39ffc3b2757cba5"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:ab590fc8beec04998918a35d09163a46c"><td class="memItemLeft" align="right" valign="top">size_t & </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1tree_1_1RectangleTree_1_1DualTreeTraverser.html#ab590fc8beec04998918a35d09163a46c">NumPrunes</a> ()</td></tr>
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<tr class="memdesc:ab590fc8beec04998918a35d09163a46c"><td class="mdescLeft"> </td><td class="mdescRight">Modify the number of prunes. <a href="#ab590fc8beec04998918a35d09163a46c">More...</a><br /></td></tr>
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<tr class="separator:ab590fc8beec04998918a35d09163a46c"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a27057155bae4ca33de0280cb06ff6cda"><td class="memItemLeft" align="right" valign="top">size_t </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1tree_1_1RectangleTree_1_1DualTreeTraverser.html#a27057155bae4ca33de0280cb06ff6cda">NumScores</a> () const </td></tr>
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<tr class="memdesc:a27057155bae4ca33de0280cb06ff6cda"><td class="mdescLeft"> </td><td class="mdescRight">Get the number of times a node combination was scored. <a href="#a27057155bae4ca33de0280cb06ff6cda">More...</a><br /></td></tr>
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<tr class="separator:a27057155bae4ca33de0280cb06ff6cda"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a13d174f21d5e5abc26ed74e5b4e5023f"><td class="memItemLeft" align="right" valign="top">size_t & </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1tree_1_1RectangleTree_1_1DualTreeTraverser.html#a13d174f21d5e5abc26ed74e5b4e5023f">NumScores</a> ()</td></tr>
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<tr class="memdesc:a13d174f21d5e5abc26ed74e5b4e5023f"><td class="mdescLeft"> </td><td class="mdescRight">Modify the number of times a node combination was scored. <a href="#a13d174f21d5e5abc26ed74e5b4e5023f">More...</a><br /></td></tr>
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<tr class="separator:a13d174f21d5e5abc26ed74e5b4e5023f"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:ad9ccabd421b08f1daa6b1db9a0be9adf"><td class="memItemLeft" align="right" valign="top">size_t </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1tree_1_1RectangleTree_1_1DualTreeTraverser.html#ad9ccabd421b08f1daa6b1db9a0be9adf">NumVisited</a> () const </td></tr>
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<tr class="memdesc:ad9ccabd421b08f1daa6b1db9a0be9adf"><td class="mdescLeft"> </td><td class="mdescRight">Get the number of visited combinations. <a href="#ad9ccabd421b08f1daa6b1db9a0be9adf">More...</a><br /></td></tr>
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<tr class="separator:ad9ccabd421b08f1daa6b1db9a0be9adf"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a342cd4c408531b284a5a930116361024"><td class="memItemLeft" align="right" valign="top">size_t & </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1tree_1_1RectangleTree_1_1DualTreeTraverser.html#a342cd4c408531b284a5a930116361024">NumVisited</a> ()</td></tr>
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<tr class="memdesc:a342cd4c408531b284a5a930116361024"><td class="mdescLeft"> </td><td class="mdescRight">Modify the number of visited combinations. <a href="#a342cd4c408531b284a5a930116361024">More...</a><br /></td></tr>
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<tr class="separator:a342cd4c408531b284a5a930116361024"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a063dc55e335b326b53bef6b54c9aff77"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1tree_1_1RectangleTree_1_1DualTreeTraverser.html#a063dc55e335b326b53bef6b54c9aff77">Traverse</a> (<a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html">RectangleTree</a> &queryNode, <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html">RectangleTree</a> &referenceNode)</td></tr>
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<tr class="memdesc:a063dc55e335b326b53bef6b54c9aff77"><td class="mdescLeft"> </td><td class="mdescRight">Traverse the two trees. <a href="#a063dc55e335b326b53bef6b54c9aff77">More...</a><br /></td></tr>
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<tr class="separator:a063dc55e335b326b53bef6b54c9aff77"><td class="memSeparator" colspan="2"> </td></tr>
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</table><table class="memberdecls">
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<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pri-static-methods"></a>
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Static Private Member Functions</h2></td></tr>
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<tr class="memitem:adaad75bf99f3a0f50d569494eb84886a"><td class="memItemLeft" align="right" valign="top">static bool </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1tree_1_1RectangleTree_1_1DualTreeTraverser.html#adaad75bf99f3a0f50d569494eb84886a">nodeComparator</a> (const <a class="el" href="structmlpack_1_1tree_1_1RectangleTree_1_1DualTreeTraverser_1_1NodeAndScore.html">NodeAndScore</a> &obj1, const <a class="el" href="structmlpack_1_1tree_1_1RectangleTree_1_1DualTreeTraverser_1_1NodeAndScore.html">NodeAndScore</a> &obj2)</td></tr>
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<tr class="separator:adaad75bf99f3a0f50d569494eb84886a"><td class="memSeparator" colspan="2"> </td></tr>
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</table><table class="memberdecls">
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<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pri-attribs"></a>
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Private Attributes</h2></td></tr>
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<tr class="memitem:a637e4544ee3c2f86136718a7d66590ca"><td class="memItemLeft" align="right" valign="top">size_t </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1tree_1_1RectangleTree_1_1DualTreeTraverser.html#a637e4544ee3c2f86136718a7d66590ca">numBaseCases</a></td></tr>
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<tr class="memdesc:a637e4544ee3c2f86136718a7d66590ca"><td class="mdescLeft"> </td><td class="mdescRight">The number of times a base case was calculated. <a href="#a637e4544ee3c2f86136718a7d66590ca">More...</a><br /></td></tr>
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<tr class="separator:a637e4544ee3c2f86136718a7d66590ca"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a1db3b2b95418041a76ca0236fc1b143e"><td class="memItemLeft" align="right" valign="top">size_t </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1tree_1_1RectangleTree_1_1DualTreeTraverser.html#a1db3b2b95418041a76ca0236fc1b143e">numPrunes</a></td></tr>
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<tr class="memdesc:a1db3b2b95418041a76ca0236fc1b143e"><td class="mdescLeft"> </td><td class="mdescRight">The number of prunes. <a href="#a1db3b2b95418041a76ca0236fc1b143e">More...</a><br /></td></tr>
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<tr class="separator:a1db3b2b95418041a76ca0236fc1b143e"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:add565feea9cd2ea9800b75a8228de884"><td class="memItemLeft" align="right" valign="top">size_t </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1tree_1_1RectangleTree_1_1DualTreeTraverser.html#add565feea9cd2ea9800b75a8228de884">numScores</a></td></tr>
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<tr class="memdesc:add565feea9cd2ea9800b75a8228de884"><td class="mdescLeft"> </td><td class="mdescRight">The number of times a node combination was scored. <a href="#add565feea9cd2ea9800b75a8228de884">More...</a><br /></td></tr>
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<tr class="separator:add565feea9cd2ea9800b75a8228de884"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:aa5c4f93304a6e8181dcb922abb39a4aa"><td class="memItemLeft" align="right" valign="top">size_t </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1tree_1_1RectangleTree_1_1DualTreeTraverser.html#aa5c4f93304a6e8181dcb922abb39a4aa">numVisited</a></td></tr>
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<tr class="memdesc:aa5c4f93304a6e8181dcb922abb39a4aa"><td class="mdescLeft"> </td><td class="mdescRight">The number of node combinations that have been visited during traversal. <a href="#aa5c4f93304a6e8181dcb922abb39a4aa">More...</a><br /></td></tr>
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<tr class="separator:aa5c4f93304a6e8181dcb922abb39a4aa"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:ab2092fd36ff02e28c4efc2d235f1b61d"><td class="memItemLeft" align="right" valign="top">RuleType & </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1tree_1_1RectangleTree_1_1DualTreeTraverser.html#ab2092fd36ff02e28c4efc2d235f1b61d">rule</a></td></tr>
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<tr class="memdesc:ab2092fd36ff02e28c4efc2d235f1b61d"><td class="mdescLeft"> </td><td class="mdescRight">Reference to the rules with which the trees will be traversed. <a href="#ab2092fd36ff02e28c4efc2d235f1b61d">More...</a><br /></td></tr>
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<tr class="separator:ab2092fd36ff02e28c4efc2d235f1b61d"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:aa99ca1eb6bdb5e74d88f63a511e5bcf1"><td class="memItemLeft" align="right" valign="top">RuleType::TraversalInfoType </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1tree_1_1RectangleTree_1_1DualTreeTraverser.html#aa99ca1eb6bdb5e74d88f63a511e5bcf1">traversalInfo</a></td></tr>
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<tr class="memdesc:aa99ca1eb6bdb5e74d88f63a511e5bcf1"><td class="mdescLeft"> </td><td class="mdescRight">Traversal information, held in the class so that it isn't continually being reallocated. <a href="#aa99ca1eb6bdb5e74d88f63a511e5bcf1">More...</a><br /></td></tr>
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<tr class="separator:aa99ca1eb6bdb5e74d88f63a511e5bcf1"><td class="memSeparator" colspan="2"> </td></tr>
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</table>
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<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
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<div class="textblock"><h3>template<typename MetricType = metric::EuclideanDistance, typename StatisticType = EmptyStatistic, typename MatType = arma::mat, typename SplitType = RTreeSplit, typename DescentType = RTreeDescentHeuristic, template< typename > class AuxiliaryInformationType = NoAuxiliaryInformation><br />
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template<typename MetricType, typename StatisticType, typename MatType, typename SplitType, typename DescentType, template< typename > class AuxiliaryInformationType><br />
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class mlpack::tree::RectangleTree< MetricType, StatisticType, MatType, SplitType, DescentType, AuxiliaryInformationType >::DualTreeTraverser< MetricType, StatisticType, MatType, SplitType, DescentType, AuxiliaryInformationType ></h3>
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<p>A dual tree traverser for rectangle type trees. </p>
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<p>Definition at line <a class="el" href="rectangle__tree_2dual__tree__traverser_8hpp_source.html#l00031">31</a> of file <a class="el" href="rectangle__tree_2dual__tree__traverser_8hpp_source.html">dual_tree_traverser.hpp</a>.</p>
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</div><h2 class="groupheader">Constructor & Destructor Documentation</h2>
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template<typename MetricType = metric::EuclideanDistance, typename StatisticType = EmptyStatistic, typename MatType = arma::mat, typename SplitType = RTreeSplit, typename DescentType = RTreeDescentHeuristic, template< typename > class AuxiliaryInformationType = NoAuxiliaryInformation> </div>
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template<typename MetricType , typename StatisticType , typename MatType , typename SplitType , typename DescentType , template< typename > class AuxiliaryInformationType> </div>
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<td class="memname"><a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html">mlpack::tree::RectangleTree</a>< MetricType, StatisticType, MatType, <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html#a3a4c25452da57888c09e09b74ee81f2b">SplitType</a>, <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html#a30b58322d74d44b78a9cd37651231372">DescentType</a>, AuxiliaryInformationType >::<a class="el" href="classmlpack_1_1tree_1_1RectangleTree_1_1DualTreeTraverser.html">DualTreeTraverser</a>< MetricType, StatisticType, MatType, <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html#a3a4c25452da57888c09e09b74ee81f2b">SplitType</a>, <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html#a30b58322d74d44b78a9cd37651231372">DescentType</a>, AuxiliaryInformationType >::<a class="el" href="classmlpack_1_1tree_1_1RectangleTree_1_1DualTreeTraverser.html">DualTreeTraverser</a> </td>
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<td>(</td>
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<td class="paramtype">RuleType & </td>
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<p>Instantiate the dual-tree traverser with the given rule set. </p>
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<h2 class="groupheader">Member Function Documentation</h2>
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template<typename MetricType = metric::EuclideanDistance, typename StatisticType = EmptyStatistic, typename MatType = arma::mat, typename SplitType = RTreeSplit, typename DescentType = RTreeDescentHeuristic, template< typename > class AuxiliaryInformationType = NoAuxiliaryInformation> </div>
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template<typename MetricType , typename StatisticType , typename MatType , typename SplitType , typename DescentType , template< typename > class AuxiliaryInformationType> </div>
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<td class="memname">static bool <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html">mlpack::tree::RectangleTree</a>< MetricType, StatisticType, MatType, <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html#a3a4c25452da57888c09e09b74ee81f2b">SplitType</a>, <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html#a30b58322d74d44b78a9cd37651231372">DescentType</a>, AuxiliaryInformationType >::<a class="el" href="classmlpack_1_1tree_1_1RectangleTree_1_1DualTreeTraverser.html">DualTreeTraverser</a>< MetricType, StatisticType, MatType, <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html#a3a4c25452da57888c09e09b74ee81f2b">SplitType</a>, <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html#a30b58322d74d44b78a9cd37651231372">DescentType</a>, AuxiliaryInformationType >::nodeComparator </td>
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<td>(</td>
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<td class="paramtype">const <a class="el" href="structmlpack_1_1tree_1_1RectangleTree_1_1DualTreeTraverser_1_1NodeAndScore.html">NodeAndScore</a> & </td>
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<td class="paramname"><em>obj1</em>, </td>
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<td class="paramtype">const <a class="el" href="structmlpack_1_1tree_1_1RectangleTree_1_1DualTreeTraverser_1_1NodeAndScore.html">NodeAndScore</a> & </td>
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<p>Definition at line <a class="el" href="rectangle__tree_2dual__tree__traverser_8hpp_source.html#l00080">80</a> of file <a class="el" href="rectangle__tree_2dual__tree__traverser_8hpp_source.html">dual_tree_traverser.hpp</a>.</p>
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<p>References <a class="el" href="rectangle__tree_2dual__tree__traverser_8hpp_source.html#l00076">mlpack::tree::RectangleTree< MetricType, StatisticType, MatType, SplitType, DescentType, AuxiliaryInformationType >::DualTreeTraverser< MetricType, StatisticType, MatType, SplitType, DescentType, AuxiliaryInformationType >::NodeAndScore< RuleType >::score</a>.</p>
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template<typename MetricType = metric::EuclideanDistance, typename StatisticType = EmptyStatistic, typename MatType = arma::mat, typename SplitType = RTreeSplit, typename DescentType = RTreeDescentHeuristic, template< typename > class AuxiliaryInformationType = NoAuxiliaryInformation> </div>
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template<typename MetricType , typename StatisticType , typename MatType , typename SplitType , typename DescentType , template< typename > class AuxiliaryInformationType> </div>
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<td class="memname">size_t <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html">mlpack::tree::RectangleTree</a>< MetricType, StatisticType, MatType, <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html#a3a4c25452da57888c09e09b74ee81f2b">SplitType</a>, <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html#a30b58322d74d44b78a9cd37651231372">DescentType</a>, AuxiliaryInformationType >::<a class="el" href="classmlpack_1_1tree_1_1RectangleTree_1_1DualTreeTraverser.html">DualTreeTraverser</a>< MetricType, StatisticType, MatType, <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html#a3a4c25452da57888c09e09b74ee81f2b">SplitType</a>, <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html#a30b58322d74d44b78a9cd37651231372">DescentType</a>, AuxiliaryInformationType >::NumBaseCases </td>
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<p>Get the number of times a base case was calculated. </p>
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<p>Definition at line <a class="el" href="rectangle__tree_2dual__tree__traverser_8hpp_source.html#l00065">65</a> of file <a class="el" href="rectangle__tree_2dual__tree__traverser_8hpp_source.html">dual_tree_traverser.hpp</a>.</p>
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template<typename MetricType = metric::EuclideanDistance, typename StatisticType = EmptyStatistic, typename MatType = arma::mat, typename SplitType = RTreeSplit, typename DescentType = RTreeDescentHeuristic, template< typename > class AuxiliaryInformationType = NoAuxiliaryInformation> </div>
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template<typename MetricType , typename StatisticType , typename MatType , typename SplitType , typename DescentType , template< typename > class AuxiliaryInformationType> </div>
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<td class="memname">size_t& <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html">mlpack::tree::RectangleTree</a>< MetricType, StatisticType, MatType, <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html#a3a4c25452da57888c09e09b74ee81f2b">SplitType</a>, <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html#a30b58322d74d44b78a9cd37651231372">DescentType</a>, AuxiliaryInformationType >::<a class="el" href="classmlpack_1_1tree_1_1RectangleTree_1_1DualTreeTraverser.html">DualTreeTraverser</a>< MetricType, StatisticType, MatType, <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html#a3a4c25452da57888c09e09b74ee81f2b">SplitType</a>, <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html#a30b58322d74d44b78a9cd37651231372">DescentType</a>, AuxiliaryInformationType >::NumBaseCases </td>
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<p>Modify the number of times a base case was calculated. </p>
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<p>Definition at line <a class="el" href="rectangle__tree_2dual__tree__traverser_8hpp_source.html#l00067">67</a> of file <a class="el" href="rectangle__tree_2dual__tree__traverser_8hpp_source.html">dual_tree_traverser.hpp</a>.</p>
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template<typename MetricType = metric::EuclideanDistance, typename StatisticType = EmptyStatistic, typename MatType = arma::mat, typename SplitType = RTreeSplit, typename DescentType = RTreeDescentHeuristic, template< typename > class AuxiliaryInformationType = NoAuxiliaryInformation> </div>
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template<typename MetricType , typename StatisticType , typename MatType , typename SplitType , typename DescentType , template< typename > class AuxiliaryInformationType> </div>
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<td class="memname">size_t <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html">mlpack::tree::RectangleTree</a>< MetricType, StatisticType, MatType, <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html#a3a4c25452da57888c09e09b74ee81f2b">SplitType</a>, <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html#a30b58322d74d44b78a9cd37651231372">DescentType</a>, AuxiliaryInformationType >::<a class="el" href="classmlpack_1_1tree_1_1RectangleTree_1_1DualTreeTraverser.html">DualTreeTraverser</a>< MetricType, StatisticType, MatType, <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html#a3a4c25452da57888c09e09b74ee81f2b">SplitType</a>, <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html#a30b58322d74d44b78a9cd37651231372">DescentType</a>, AuxiliaryInformationType >::NumPrunes </td>
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<p>Get the number of prunes. </p>
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<p>Definition at line <a class="el" href="rectangle__tree_2dual__tree__traverser_8hpp_source.html#l00050">50</a> of file <a class="el" href="rectangle__tree_2dual__tree__traverser_8hpp_source.html">dual_tree_traverser.hpp</a>.</p>
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template<typename MetricType = metric::EuclideanDistance, typename StatisticType = EmptyStatistic, typename MatType = arma::mat, typename SplitType = RTreeSplit, typename DescentType = RTreeDescentHeuristic, template< typename > class AuxiliaryInformationType = NoAuxiliaryInformation> </div>
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template<typename MetricType , typename StatisticType , typename MatType , typename SplitType , typename DescentType , template< typename > class AuxiliaryInformationType> </div>
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<p>Modify the number of prunes. </p>
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<p>Definition at line <a class="el" href="rectangle__tree_2dual__tree__traverser_8hpp_source.html#l00052">52</a> of file <a class="el" href="rectangle__tree_2dual__tree__traverser_8hpp_source.html">dual_tree_traverser.hpp</a>.</p>
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template<typename MetricType = metric::EuclideanDistance, typename StatisticType = EmptyStatistic, typename MatType = arma::mat, typename SplitType = RTreeSplit, typename DescentType = RTreeDescentHeuristic, template< typename > class AuxiliaryInformationType = NoAuxiliaryInformation> </div>
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template<typename MetricType , typename StatisticType , typename MatType , typename SplitType , typename DescentType , template< typename > class AuxiliaryInformationType> </div>
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<p>Get the number of times a node combination was scored. </p>
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<p>Definition at line <a class="el" href="rectangle__tree_2dual__tree__traverser_8hpp_source.html#l00060">60</a> of file <a class="el" href="rectangle__tree_2dual__tree__traverser_8hpp_source.html">dual_tree_traverser.hpp</a>.</p>
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template<typename MetricType = metric::EuclideanDistance, typename StatisticType = EmptyStatistic, typename MatType = arma::mat, typename SplitType = RTreeSplit, typename DescentType = RTreeDescentHeuristic, template< typename > class AuxiliaryInformationType = NoAuxiliaryInformation> </div>
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<p>Modify the number of times a node combination was scored. </p>
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<p>Definition at line <a class="el" href="rectangle__tree_2dual__tree__traverser_8hpp_source.html#l00062">62</a> of file <a class="el" href="rectangle__tree_2dual__tree__traverser_8hpp_source.html">dual_tree_traverser.hpp</a>.</p>
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template<typename MetricType = metric::EuclideanDistance, typename StatisticType = EmptyStatistic, typename MatType = arma::mat, typename SplitType = RTreeSplit, typename DescentType = RTreeDescentHeuristic, template< typename > class AuxiliaryInformationType = NoAuxiliaryInformation> </div>
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template<typename MetricType , typename StatisticType , typename MatType , typename SplitType , typename DescentType , template< typename > class AuxiliaryInformationType> </div>
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<td class="memname">size_t <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html">mlpack::tree::RectangleTree</a>< MetricType, StatisticType, MatType, <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html#a3a4c25452da57888c09e09b74ee81f2b">SplitType</a>, <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html#a30b58322d74d44b78a9cd37651231372">DescentType</a>, AuxiliaryInformationType >::<a class="el" href="classmlpack_1_1tree_1_1RectangleTree_1_1DualTreeTraverser.html">DualTreeTraverser</a>< MetricType, StatisticType, MatType, <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html#a3a4c25452da57888c09e09b74ee81f2b">SplitType</a>, <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html#a30b58322d74d44b78a9cd37651231372">DescentType</a>, AuxiliaryInformationType >::NumVisited </td>
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<p>Get the number of visited combinations. </p>
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<p>Definition at line <a class="el" href="rectangle__tree_2dual__tree__traverser_8hpp_source.html#l00055">55</a> of file <a class="el" href="rectangle__tree_2dual__tree__traverser_8hpp_source.html">dual_tree_traverser.hpp</a>.</p>
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template<typename MetricType = metric::EuclideanDistance, typename StatisticType = EmptyStatistic, typename MatType = arma::mat, typename SplitType = RTreeSplit, typename DescentType = RTreeDescentHeuristic, template< typename > class AuxiliaryInformationType = NoAuxiliaryInformation> </div>
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template<typename MetricType , typename StatisticType , typename MatType , typename SplitType , typename DescentType , template< typename > class AuxiliaryInformationType> </div>
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<td class="memname">size_t& <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html">mlpack::tree::RectangleTree</a>< MetricType, StatisticType, MatType, <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html#a3a4c25452da57888c09e09b74ee81f2b">SplitType</a>, <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html#a30b58322d74d44b78a9cd37651231372">DescentType</a>, AuxiliaryInformationType >::<a class="el" href="classmlpack_1_1tree_1_1RectangleTree_1_1DualTreeTraverser.html">DualTreeTraverser</a>< MetricType, StatisticType, MatType, <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html#a3a4c25452da57888c09e09b74ee81f2b">SplitType</a>, <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html#a30b58322d74d44b78a9cd37651231372">DescentType</a>, AuxiliaryInformationType >::NumVisited </td>
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<p>Modify the number of visited combinations. </p>
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<p>Definition at line <a class="el" href="rectangle__tree_2dual__tree__traverser_8hpp_source.html#l00057">57</a> of file <a class="el" href="rectangle__tree_2dual__tree__traverser_8hpp_source.html">dual_tree_traverser.hpp</a>.</p>
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template<typename MetricType = metric::EuclideanDistance, typename StatisticType = EmptyStatistic, typename MatType = arma::mat, typename SplitType = RTreeSplit, typename DescentType = RTreeDescentHeuristic, template< typename > class AuxiliaryInformationType = NoAuxiliaryInformation> </div>
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template<typename MetricType , typename StatisticType , typename MatType , typename SplitType , typename DescentType , template< typename > class AuxiliaryInformationType> </div>
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<td class="memname">void <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html">mlpack::tree::RectangleTree</a>< MetricType, StatisticType, MatType, <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html#a3a4c25452da57888c09e09b74ee81f2b">SplitType</a>, <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html#a30b58322d74d44b78a9cd37651231372">DescentType</a>, AuxiliaryInformationType >::<a class="el" href="classmlpack_1_1tree_1_1RectangleTree_1_1DualTreeTraverser.html">DualTreeTraverser</a>< MetricType, StatisticType, MatType, <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html#a3a4c25452da57888c09e09b74ee81f2b">SplitType</a>, <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html#a30b58322d74d44b78a9cd37651231372">DescentType</a>, AuxiliaryInformationType >::Traverse </td>
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<td>(</td>
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<td class="paramtype"><a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html">RectangleTree</a> & </td>
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<td class="paramtype"><a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html">RectangleTree</a> & </td>
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<p>Traverse the two trees. </p>
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<p>This does not reset the number of prunes.</p>
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<dl class="params"><dt>Parameters</dt><dd>
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<tr><td class="paramname">queryNode</td><td>The query node to be traversed. </td></tr>
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<tr><td class="paramname">referenceNode</td><td>The reference node to be traversed. </td></tr>
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<h2 class="groupheader">Member Data Documentation</h2>
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template<typename MetricType = metric::EuclideanDistance, typename StatisticType = EmptyStatistic, typename MatType = arma::mat, typename SplitType = RTreeSplit, typename DescentType = RTreeDescentHeuristic, template< typename > class AuxiliaryInformationType = NoAuxiliaryInformation> </div>
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template<typename MetricType , typename StatisticType , typename MatType , typename SplitType , typename DescentType , template< typename > class AuxiliaryInformationType> </div>
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<td class="memname">size_t <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html">mlpack::tree::RectangleTree</a>< MetricType, StatisticType, MatType, <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html#a3a4c25452da57888c09e09b74ee81f2b">SplitType</a>, <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html#a30b58322d74d44b78a9cd37651231372">DescentType</a>, AuxiliaryInformationType >::<a class="el" href="classmlpack_1_1tree_1_1RectangleTree_1_1DualTreeTraverser.html">DualTreeTraverser</a>< MetricType, StatisticType, MatType, <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html#a3a4c25452da57888c09e09b74ee81f2b">SplitType</a>, <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html#a30b58322d74d44b78a9cd37651231372">DescentType</a>, AuxiliaryInformationType >::numBaseCases</td>
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<span class="mlabels"><span class="mlabel">private</span></span> </td>
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<p>The number of times a base case was calculated. </p>
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<p>Definition at line <a class="el" href="rectangle__tree_2dual__tree__traverser_8hpp_source.html#l00099">99</a> of file <a class="el" href="rectangle__tree_2dual__tree__traverser_8hpp_source.html">dual_tree_traverser.hpp</a>.</p>
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template<typename MetricType = metric::EuclideanDistance, typename StatisticType = EmptyStatistic, typename MatType = arma::mat, typename SplitType = RTreeSplit, typename DescentType = RTreeDescentHeuristic, template< typename > class AuxiliaryInformationType = NoAuxiliaryInformation> </div>
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template<typename MetricType , typename StatisticType , typename MatType , typename SplitType , typename DescentType , template< typename > class AuxiliaryInformationType> </div>
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<td class="memname">size_t <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html">mlpack::tree::RectangleTree</a>< MetricType, StatisticType, MatType, <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html#a3a4c25452da57888c09e09b74ee81f2b">SplitType</a>, <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html#a30b58322d74d44b78a9cd37651231372">DescentType</a>, AuxiliaryInformationType >::<a class="el" href="classmlpack_1_1tree_1_1RectangleTree_1_1DualTreeTraverser.html">DualTreeTraverser</a>< MetricType, StatisticType, MatType, <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html#a3a4c25452da57888c09e09b74ee81f2b">SplitType</a>, <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html#a30b58322d74d44b78a9cd37651231372">DescentType</a>, AuxiliaryInformationType >::numPrunes</td>
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<span class="mlabels"><span class="mlabel">private</span></span> </td>
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<p>The number of prunes. </p>
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<p>Definition at line <a class="el" href="rectangle__tree_2dual__tree__traverser_8hpp_source.html#l00090">90</a> of file <a class="el" href="rectangle__tree_2dual__tree__traverser_8hpp_source.html">dual_tree_traverser.hpp</a>.</p>
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template<typename MetricType = metric::EuclideanDistance, typename StatisticType = EmptyStatistic, typename MatType = arma::mat, typename SplitType = RTreeSplit, typename DescentType = RTreeDescentHeuristic, template< typename > class AuxiliaryInformationType = NoAuxiliaryInformation> </div>
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template<typename MetricType , typename StatisticType , typename MatType , typename SplitType , typename DescentType , template< typename > class AuxiliaryInformationType> </div>
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<td class="memname">size_t <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html">mlpack::tree::RectangleTree</a>< MetricType, StatisticType, MatType, <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html#a3a4c25452da57888c09e09b74ee81f2b">SplitType</a>, <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html#a30b58322d74d44b78a9cd37651231372">DescentType</a>, AuxiliaryInformationType >::<a class="el" href="classmlpack_1_1tree_1_1RectangleTree_1_1DualTreeTraverser.html">DualTreeTraverser</a>< MetricType, StatisticType, MatType, <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html#a3a4c25452da57888c09e09b74ee81f2b">SplitType</a>, <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html#a30b58322d74d44b78a9cd37651231372">DescentType</a>, AuxiliaryInformationType >::numScores</td>
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<span class="mlabels"><span class="mlabel">private</span></span> </td>
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<p>The number of times a node combination was scored. </p>
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<p>Definition at line <a class="el" href="rectangle__tree_2dual__tree__traverser_8hpp_source.html#l00096">96</a> of file <a class="el" href="rectangle__tree_2dual__tree__traverser_8hpp_source.html">dual_tree_traverser.hpp</a>.</p>
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template<typename MetricType = metric::EuclideanDistance, typename StatisticType = EmptyStatistic, typename MatType = arma::mat, typename SplitType = RTreeSplit, typename DescentType = RTreeDescentHeuristic, template< typename > class AuxiliaryInformationType = NoAuxiliaryInformation> </div>
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template<typename MetricType , typename StatisticType , typename MatType , typename SplitType , typename DescentType , template< typename > class AuxiliaryInformationType> </div>
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<td class="memname">size_t <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html">mlpack::tree::RectangleTree</a>< MetricType, StatisticType, MatType, <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html#a3a4c25452da57888c09e09b74ee81f2b">SplitType</a>, <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html#a30b58322d74d44b78a9cd37651231372">DescentType</a>, AuxiliaryInformationType >::<a class="el" href="classmlpack_1_1tree_1_1RectangleTree_1_1DualTreeTraverser.html">DualTreeTraverser</a>< MetricType, StatisticType, MatType, <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html#a3a4c25452da57888c09e09b74ee81f2b">SplitType</a>, <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html#a30b58322d74d44b78a9cd37651231372">DescentType</a>, AuxiliaryInformationType >::numVisited</td>
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<td class="mlabels-right">
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<span class="mlabels"><span class="mlabel">private</span></span> </td>
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<p>The number of node combinations that have been visited during traversal. </p>
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<p>Definition at line <a class="el" href="rectangle__tree_2dual__tree__traverser_8hpp_source.html#l00093">93</a> of file <a class="el" href="rectangle__tree_2dual__tree__traverser_8hpp_source.html">dual_tree_traverser.hpp</a>.</p>
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template<typename MetricType = metric::EuclideanDistance, typename StatisticType = EmptyStatistic, typename MatType = arma::mat, typename SplitType = RTreeSplit, typename DescentType = RTreeDescentHeuristic, template< typename > class AuxiliaryInformationType = NoAuxiliaryInformation> </div>
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template<typename MetricType , typename StatisticType , typename MatType , typename SplitType , typename DescentType , template< typename > class AuxiliaryInformationType> </div>
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<td class="memname">RuleType& <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html">mlpack::tree::RectangleTree</a>< MetricType, StatisticType, MatType, <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html#a3a4c25452da57888c09e09b74ee81f2b">SplitType</a>, <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html#a30b58322d74d44b78a9cd37651231372">DescentType</a>, AuxiliaryInformationType >::<a class="el" href="classmlpack_1_1tree_1_1RectangleTree_1_1DualTreeTraverser.html">DualTreeTraverser</a>< MetricType, StatisticType, MatType, <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html#a3a4c25452da57888c09e09b74ee81f2b">SplitType</a>, <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html#a30b58322d74d44b78a9cd37651231372">DescentType</a>, AuxiliaryInformationType >::rule</td>
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<p>Reference to the rules with which the trees will be traversed. </p>
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<p>Definition at line <a class="el" href="rectangle__tree_2dual__tree__traverser_8hpp_source.html#l00087">87</a> of file <a class="el" href="rectangle__tree_2dual__tree__traverser_8hpp_source.html">dual_tree_traverser.hpp</a>.</p>
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template<typename MetricType = metric::EuclideanDistance, typename StatisticType = EmptyStatistic, typename MatType = arma::mat, typename SplitType = RTreeSplit, typename DescentType = RTreeDescentHeuristic, template< typename > class AuxiliaryInformationType = NoAuxiliaryInformation> </div>
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<td class="memname">RuleType::TraversalInfoType <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html">mlpack::tree::RectangleTree</a>< MetricType, StatisticType, MatType, <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html#a3a4c25452da57888c09e09b74ee81f2b">SplitType</a>, <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html#a30b58322d74d44b78a9cd37651231372">DescentType</a>, AuxiliaryInformationType >::<a class="el" href="classmlpack_1_1tree_1_1RectangleTree_1_1DualTreeTraverser.html">DualTreeTraverser</a>< MetricType, StatisticType, MatType, <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html#a3a4c25452da57888c09e09b74ee81f2b">SplitType</a>, <a class="el" href="classmlpack_1_1tree_1_1RectangleTree.html#a30b58322d74d44b78a9cd37651231372">DescentType</a>, AuxiliaryInformationType >::traversalInfo</td>
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<span class="mlabels"><span class="mlabel">private</span></span> </td>
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<p>Traversal information, held in the class so that it isn't continually being reallocated. </p>
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<p>Definition at line <a class="el" href="rectangle__tree_2dual__tree__traverser_8hpp_source.html#l00103">103</a> of file <a class="el" href="rectangle__tree_2dual__tree__traverser_8hpp_source.html">dual_tree_traverser.hpp</a>.</p>
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<hr/>The documentation for this class was generated from the following file:<ul>
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<li>src/mlpack/core/tree/rectangle_tree/<a class="el" href="rectangle__tree_2dual__tree__traverser_8hpp_source.html">dual_tree_traverser.hpp</a></li>
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