[mlpack-svn] r16850 - in mlpack/trunk/src/mlpack/methods: fastmks kernel_pca

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

Author: marcus
Date: Tue Jul 22 16:34:31 2014
New Revision: 16850

Log:
Improved nystroem localisation ('oe')

Modified:
   mlpack/trunk/src/mlpack/methods/fastmks/fastmks_main.cpp
   mlpack/trunk/src/mlpack/methods/kernel_pca/kernel_pca_main.cpp

Modified: mlpack/trunk/src/mlpack/methods/fastmks/fastmks_main.cpp
==============================================================================
--- mlpack/trunk/src/mlpack/methods/fastmks/fastmks_main.cpp	(original)
+++ mlpack/trunk/src/mlpack/methods/fastmks/fastmks_main.cpp	Tue Jul 22 16:34:31 2014
@@ -5,13 +5,6 @@
  * Main executable for maximum inner product search.
  */
 #include <mlpack/core.hpp>
-#include <mlpack/core/kernels/linear_kernel.hpp>
-#include <mlpack/core/kernels/polynomial_kernel.hpp>
-#include <mlpack/core/kernels/cosine_distance.hpp>
-#include <mlpack/core/kernels/gaussian_kernel.hpp>
-#include <mlpack/core/kernels/hyperbolic_tangent_kernel.hpp>
-#include <mlpack/core/kernels/triangular_kernel.hpp>
-#include <mlpack/core/kernels/epanechnikov_kernel.hpp>
 
 #include "fastmks.hpp"
 

Modified: mlpack/trunk/src/mlpack/methods/kernel_pca/kernel_pca_main.cpp
==============================================================================
--- mlpack/trunk/src/mlpack/methods/kernel_pca/kernel_pca_main.cpp	(original)
+++ mlpack/trunk/src/mlpack/methods/kernel_pca/kernel_pca_main.cpp	Tue Jul 22 16:34:31 2014
@@ -64,12 +64,12 @@
     "options --bandwidth, --kernel_scale, --offset, or --degree (or a "
     "combination of those options)."
     "\n\n"
-    "Optionally, the nystroem method (\"Using the Nystroem method to speed up"
+    "Optionally, the nystr\u00F6m method (\"Using the Nystroem method to speed up"
     " kernel machines\", 2001) can be used to calculate the kernel matrix by "
     "specifying the --nystroem_method (-n) option. This approach works by using"
     " a subset of the data as basis to reconstruct the kernel matrix; to specify"
     " the sampling scheme, the --sampling parameter is used, the sampling scheme"
-    " for the nystroem method can be chosen from the following list: kmeans,"
+    " for the nystr\u00F6m method can be chosen from the following list: kmeans,"
     " random, ordered.");
 
 PARAM_STRING_REQ("input_file", "Input dataset to perform KPCA on.", "i");