[mlpack] 22/324: Ensure that BaseCase() is called right after a node is scored.
Barak A. Pearlmutter
barak+git at cs.nuim.ie
Sun Aug 17 08:21:52 UTC 2014
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bap pushed a commit to branch svn-trunk
in repository mlpack.
commit 57e739afb91dfa42e5422d6626159cc545674525
Author: rcurtin <rcurtin at 9d5b8971-822b-0410-80eb-d18c1038ef23>
Date: Tue May 27 00:31:47 2014 +0000
Ensure that BaseCase() is called right after a node is scored.
git-svn-id: http://svn.cc.gatech.edu/fastlab/mlpack/trunk@16553 9d5b8971-822b-0410-80eb-d18c1038ef23
---
.../single_tree_traverser_impl.hpp | 100 ++++++++++++---------
1 file changed, 56 insertions(+), 44 deletions(-)
diff --git a/src/mlpack/core/tree/binary_space_tree/single_tree_traverser_impl.hpp b/src/mlpack/core/tree/binary_space_tree/single_tree_traverser_impl.hpp
index 7b559e0..0a1e71f 100644
--- a/src/mlpack/core/tree/binary_space_tree/single_tree_traverser_impl.hpp
+++ b/src/mlpack/core/tree/binary_space_tree/single_tree_traverser_impl.hpp
@@ -39,65 +39,77 @@ SingleTreeTraverser<RuleType>::Traverse(
BinarySpaceTree<BoundType, StatisticType, MatType, SplitType>&
referenceNode)
{
- // If we are a leaf, run the base case as necessary.
+ // If this is a leaf, the base cases have already been run.
if (referenceNode.IsLeaf())
+ return;
+
+ // If either score is DBL_MAX, we do not recurse into that node.
+ double leftScore = rule.Score(queryIndex, *referenceNode.Left());
+
+ // Immediately run the base case if it's not pruned.
+ if ((leftScore != DBL_MAX) && (referenceNode.Left()->IsLeaf()))
{
- for (size_t i = referenceNode.Begin(); i < referenceNode.End(); ++i)
+ for (size_t i = referenceNode.Left()->Begin();
+ i < referenceNode.Left()->End(); ++i)
rule.BaseCase(queryIndex, i);
}
- else
+
+ double rightScore = rule.Score(queryIndex, *referenceNode.Right());
+
+ // Immediately run the base case if it's not pruned.
+ if ((rightScore != DBL_MAX) && (referenceNode.Right()->IsLeaf()))
{
- // If either score is DBL_MAX, we do not recurse into that node.
- double leftScore = rule.Score(queryIndex, *referenceNode.Left());
- double rightScore = rule.Score(queryIndex, *referenceNode.Right());
+ for (size_t i = referenceNode.Right()->Begin();
+ i < referenceNode.Right()->End(); ++i)
+ rule.BaseCase(queryIndex, i);
+ }
- if (leftScore < rightScore)
- {
- // Recurse to the left.
- Traverse(queryIndex, *referenceNode.Left());
+ if (leftScore < rightScore)
+ {
+ // Recurse to the left.
+ Traverse(queryIndex, *referenceNode.Left());
- // Is it still valid to recurse to the right?
- rightScore = rule.Rescore(queryIndex, *referenceNode.Right(), rightScore);
+ // Is it still valid to recurse to the right?
+ rightScore = rule.Rescore(queryIndex, *referenceNode.Right(), rightScore);
- if (rightScore != DBL_MAX)
- Traverse(queryIndex, *referenceNode.Right()); // Recurse to the right.
- else
- ++numPrunes;
+ if (rightScore != DBL_MAX)
+ Traverse(queryIndex, *referenceNode.Right()); // Recurse to the right.
+ else
+ ++numPrunes;
+ }
+ else if (rightScore < leftScore)
+ {
+ // Recurse to the right.
+ Traverse(queryIndex, *referenceNode.Right());
+
+ // Is it still valid to recurse to the left?
+ leftScore = rule.Rescore(queryIndex, *referenceNode.Left(), leftScore);
+
+ if (leftScore != DBL_MAX)
+ Traverse(queryIndex, *referenceNode.Left()); // Recurse to the left.
+ else
+ ++numPrunes;
+ }
+ else // leftScore is equal to rightScore.
+ {
+ if (leftScore == DBL_MAX)
+ {
+ numPrunes += 2; // Pruned both left and right.
}
- else if (rightScore < leftScore)
+ else
{
- // Recurse to the right.
- Traverse(queryIndex, *referenceNode.Right());
+ // Choose the left first.
+ Traverse(queryIndex, *referenceNode.Left());
- // Is it still valid to recurse to the left?
- leftScore = rule.Rescore(queryIndex, *referenceNode.Left(), leftScore);
+ // Is it still valid to recurse to the right?
+ rightScore = rule.Rescore(queryIndex, *referenceNode.Right(),
+ rightScore);
- if (leftScore != DBL_MAX)
- Traverse(queryIndex, *referenceNode.Left()); // Recurse to the left.
+ if (rightScore != DBL_MAX)
+ Traverse(queryIndex, *referenceNode.Right());
else
++numPrunes;
}
- else // leftScore is equal to rightScore.
- {
- if (leftScore == DBL_MAX)
- {
- numPrunes += 2; // Pruned both left and right.
- }
- else
- {
- // Choose the left first.
- Traverse(queryIndex, *referenceNode.Left());
-
- // Is it still valid to recurse to the right?
- rightScore = rule.Rescore(queryIndex, *referenceNode.Right(),
- rightScore);
-
- if (rightScore != DBL_MAX)
- Traverse(queryIndex, *referenceNode.Right());
- else
- ++numPrunes;
- }
- }
}
}
--
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