[mlpack-git] master: Remove finalHypothesis. (127a426)

[gitdub at big.cc.gt.atl.ga.us]

Repository : https://github.com/mlpack/mlpack

On branch  : master
Link       : https://github.com/mlpack/mlpack/compare/1efafa13b304c7821d858754b0d2dab9a05795a7...c2d22d60c3355e82b45e6596d721c3905351989c

>---------------------------------------------------------------

commit 127a426dafb950a7f74cc7c216f2063fd8589ca6
Author: Ryan Curtin <ryan at ratml.org>
Date:   Mon Dec 7 14:37:44 2015 +0000

    Remove finalHypothesis.


>---------------------------------------------------------------

127a426dafb950a7f74cc7c216f2063fd8589ca6
 src/mlpack/methods/adaboost/adaboost.hpp      |  3 ---
 src/mlpack/methods/adaboost/adaboost_impl.hpp | 14 --------------
 2 files changed, 17 deletions(-)

diff --git a/src/mlpack/methods/adaboost/adaboost.hpp b/src/mlpack/methods/adaboost/adaboost.hpp
index f538897..ef6bfa6 100644
--- a/src/mlpack/methods/adaboost/adaboost.hpp
+++ b/src/mlpack/methods/adaboost/adaboost.hpp
@@ -94,9 +94,6 @@ class AdaBoost
            const size_t iterations = 100,
            const double tolerance = 1e-6);
 
-  // Stores the final classification of the labels.
-  arma::Row<size_t> finalHypothesis;
-
   // Return the value of ztProduct.
   double GetztProduct() { return ztProduct; }
 
diff --git a/src/mlpack/methods/adaboost/adaboost_impl.hpp b/src/mlpack/methods/adaboost/adaboost_impl.hpp
index 612e2a6..3172f06 100644
--- a/src/mlpack/methods/adaboost/adaboost_impl.hpp
+++ b/src/mlpack/methods/adaboost/adaboost_impl.hpp
@@ -175,20 +175,6 @@ void AdaBoost<MatType, WeakLearner>::Train(
     // Accumulate the value of zt for the Hamming loss bound.
     ztProduct *= zt;
   }
-
-  // Iterations are over, now build a strong hypothesis from a weighted
-  // combination of these weak hypotheses.
-  arma::colvec tempSumFinalH;
-  arma::uword maxIndex;
-
-  for (size_t i = 0;i < sumFinalH.n_cols; i++)
-  {
-    tempSumFinalH = sumFinalH.unsafe_col(i);
-    tempSumFinalH.max(maxIndex);
-    finalH(i) = maxIndex;
-  }
-
-  finalHypothesis = finalH;
 }
 
 /**