Changed the cross_validate_trainer() function so that it catches

invalid_svm_nu_error exceptions and just gives them a bad score rather
than letting them get out and annoy the user.

--HG--
extra : convert_revision : svn%3Afdd8eb12-d10e-0410-9acb-85c331704f74/trunk%402900

dlib/svm/svm.h

@@ -464,8 +464,17 @@ namespace dlib
                 train_neg_idx = (train_neg_idx+1)%x.nr();
             }
 
+            try
+            {
                 // do the training and testing
                 res += test_binary_decision_function(trainer.train(x_train,y_train),x_test,y_test);
+            }
+            catch (invalid_svm_nu_error&)
+            {
+                // Just ignore the error in this case since we are going to
+                // interpret an invalid nu value the same as generating a decision
+                // function that miss-classifies everything.
+            }
 
         } // for (long i = 0; i < folds; ++i)