small tweaks

4 files changed, 3 insertions, 12 deletions

diff --git a/vowpalwabbit/ect.cc b/vowpalwabbit/ect.cc
index dde893d2..25b34ee3 100644
--- a/vowpalwabbit/ect.cc
+++ b/vowpalwabbit/ect.cc
@@ -364,7 +364,7 @@ namespace ECT
   
   base_learner* setup(vw& all)
   {
-    new_options(all, "ECT options")
+    new_options(all, "Error Correcting Tournament options")
       ("ect", po::value<size_t>(), "Use error correcting tournament with <k> labels");
     if (missing_required(all)) return NULL;
     new_options(all)("error", po::value<size_t>()->default_value(0), "error in ECT");
diff --git a/vowpalwabbit/log_multi.cc b/vowpalwabbit/log_multi.cc
index 65390ccc..38ba19be 100644
--- a/vowpalwabbit/log_multi.cc
+++ b/vowpalwabbit/log_multi.cc
@@ -500,7 +500,7 @@ namespace LOG_MULTI
   

   base_learner* setup(vw& all)	//learner setup

   {

-    new_options(all, "Log Multi options")
+    new_options(all, "Logarithmic Time Multiclass options")
       ("log_multi", po::value<size_t>(), "Use online tree for multiclass");
     if (missing_required(all)) return NULL;
     new_options(all)
diff --git a/vowpalwabbit/nn.cc b/vowpalwabbit/nn.cc
index e9697b1b..bcd42092 100644
--- a/vowpalwabbit/nn.cc
+++ b/vowpalwabbit/nn.cc
@@ -310,7 +310,7 @@ CONVERSE: // That's right, I'm using goto.  So sue me.
 
   base_learner* setup(vw& all)
   {
-    new_options(all, "NN options")
+    new_options(all, "Neural Network options")
       ("nn", po::value<size_t>(), "Use sigmoidal feedforward network with <k> hidden units");
     if(missing_required(all)) return NULL;
     new_options(all)
diff --git a/vowpalwabbit/oaa.cc b/vowpalwabbit/oaa.cc
index 6063ed47..0554dcae 100644
--- a/vowpalwabbit/oaa.cc
+++ b/vowpalwabbit/oaa.cc
@@ -62,15 +62,6 @@ namespace OAA {
   
   void finish_example(vw& all, oaa&, example& ec) { MULTICLASS::finish_example(all, ec); }
 
-  /*{
-  new_options(all, "One-against-all options")
-    ("oaa", po::value<size_t>(), "Use one-against-all multiclass learning with <k> labels");
-  if (missing_required(all,vm)) return NULL;
-  options(all)
-    ...;
-  add_options(all)
-  }*/
-
   LEARNER::base_learner* setup(vw& all)
   {
     new_options(all, "One-against-all options")