[mlpack] 84/324: Easy fix for #355.
Barak A. Pearlmutter
barak+git at cs.nuim.ie
Sun Aug 17 08:21:58 UTC 2014
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bap pushed a commit to branch svn-trunk
in repository mlpack.
commit ed93d58cc8d5e6a423da0889b8cc488f00947048
Author: rcurtin <rcurtin at 9d5b8971-822b-0410-80eb-d18c1038ef23>
Date: Thu Jun 26 22:39:06 2014 +0000
Easy fix for #355.
git-svn-id: http://svn.cc.gatech.edu/fastlab/mlpack/trunk@16722 9d5b8971-822b-0410-80eb-d18c1038ef23
---
src/mlpack/methods/kernel_pca/kernel_pca_impl.hpp | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/src/mlpack/methods/kernel_pca/kernel_pca_impl.hpp b/src/mlpack/methods/kernel_pca/kernel_pca_impl.hpp
index b607d70..9e65845 100644
--- a/src/mlpack/methods/kernel_pca/kernel_pca_impl.hpp
+++ b/src/mlpack/methods/kernel_pca/kernel_pca_impl.hpp
@@ -44,8 +44,8 @@ void KernelPCA<KernelType>::Apply(const arma::mat& data,
// center the data. So, we perform a "psuedo-centering" using the kernel
// matrix.
arma::rowvec rowMean = arma::sum(kernelMatrix, 0) / kernelMatrix.n_cols;
- kernelMatrix.each_row() -= rowMean;
kernelMatrix.each_col() -= arma::sum(kernelMatrix, 1) / kernelMatrix.n_cols;
+ kernelMatrix.each_row() -= rowMean;
kernelMatrix += arma::sum(rowMean) / kernelMatrix.n_cols;
// Eigendecompose the centered kernel matrix.
--
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