[mlpack-svn] r16542 - in mlpack/trunk/src/mlpack: core/tree/rectangle_tree methods/neighbor_search

[fastlab-svn at coffeetalk-1.cc.gatech.edu]

Author: andrewmw94
Date: Thu May 22 11:16:15 2014
New Revision: 16542

Log:
added comment to base case.  Some more preliminaries for rectangle trees.

Modified:
   mlpack/trunk/src/mlpack/core/tree/rectangle_tree/rectangle_tree.hpp
   mlpack/trunk/src/mlpack/methods/neighbor_search/neighbor_search_rules.hpp

Modified: mlpack/trunk/src/mlpack/core/tree/rectangle_tree/rectangle_tree.hpp
==============================================================================
--- mlpack/trunk/src/mlpack/core/tree/rectangle_tree/rectangle_tree.hpp	(original)
+++ mlpack/trunk/src/mlpack/core/tree/rectangle_tree/rectangle_tree.hpp	Thu May 22 11:16:15 2014
@@ -76,7 +76,7 @@
    * @param leafSize Size of each leaf in the tree;
    * @param maxNumChildren The maximum number of child nodes a non-leaf node may have.
    */
-  RectangleTree(MatType& data, const size_t leafSize = 20, const size_t maxNumChildren = 5);
+  RectangleTree(MatType& data, const size_t leafSize = 20, const size_t maxNumChildren = 4);
 
   //TODO implement the oldFromNew stuff if applicable.
 

Modified: mlpack/trunk/src/mlpack/methods/neighbor_search/neighbor_search_rules.hpp
==============================================================================
--- mlpack/trunk/src/mlpack/methods/neighbor_search/neighbor_search_rules.hpp	(original)
+++ mlpack/trunk/src/mlpack/methods/neighbor_search/neighbor_search_rules.hpp	Thu May 22 11:16:15 2014
@@ -22,7 +22,14 @@
                       arma::Mat<size_t>& neighbors,
                       arma::mat& distances,
                       MetricType& metric);
-
+  /**
+   * Get the distance from the query point to the reference point.
+   * This will update the "neighbor" matrix with the new point if appropriate
+   * and will track the number of base cases (number of points evaluated).
+   *
+   * @param queryIndex Index of query point.
+   * @param referenceIndex Index of reference point.
+   */
   double BaseCase(const size_t queryIndex, const size_t referenceIndex);
 
   /**