Changed the default stopping tolerance in the reduced2() function

from 1e-5 to 1e-3.

--HG--
extra : convert_revision : svn%3Afdd8eb12-d10e-0410-9acb-85c331704f74/trunk%402436

dlib/svm/reduced.h

@@ -184,7 +184,7 @@ namespace dlib
         reduced_decision_function_trainer2 (
             const trainer_type& trainer_,
             const long num_sv_,
-            const double eps_
+            const double eps_ = 1e-3
         ) :
             trainer(trainer_),
             num_sv(num_sv_),
@@ -582,7 +582,7 @@ namespace dlib
     const reduced_decision_function_trainer2<trainer_type> reduced2 (
         const trainer_type& trainer,
         const long num_sv,
-        double eps = 1e-5
+        double eps = 1e-3
     )
     {
         COMPILE_TIME_ASSERT(is_matrix<typename trainer_type::sample_type>::value);

dlib/svm/reduced_abstract.h

@@ -143,7 +143,7 @@ namespace dlib
         reduced_decision_function_trainer2 (
             const trainer_type& trainer,
             const unsigned long num_sv,
-            double eps = 1e-5
+            double eps = 1e-3
         );
         /*!
             requires
@@ -196,7 +196,7 @@ namespace dlib
     const reduced_decision_function_trainer2<trainer_type> reduced2 (
         const trainer_type& trainer,
         const unsigned long num_sv,
-        double eps = 1e-5
+        double eps = 1e-3
     ) { return reduced_decision_function_trainer2<trainer_type>(trainer, num_sv, eps); }
     /*!
         requires