X-Git-Url: https://www.fleuret.org/cgi-bin/gitweb/gitweb.cgi?a=blobdiff_plain;f=loss_machine.h;h=0b84adc237048a34ce3226d9c1579c308aa8c551;hb=346c6fdc3c36ca10142234cce291031064fa2b48;hp=a293e8b71a9090bb2ed89fc1d31fafd7c819288d;hpb=d922ad61d35e9a6996730bec24b16f8bf7bc426c;p=folded-ctf.git
diff --git a/loss_machine.h b/loss_machine.h
index a293e8b..0b84adc 100644
--- a/loss_machine.h
+++ b/loss_machine.h
@@ -12,7 +12,9 @@
// You should have received a copy of the GNU General Public License //
// along with this program. If not, see . //
// //
-// Written by Francois Fleuret, (C) IDIAP //
+// Written by Francois Fleuret //
+// (C) Idiap Research Institute //
+// //
// Contact for comments & bug reports //
///////////////////////////////////////////////////////////////////////////
@@ -38,14 +40,14 @@ public:
scalar_t *weak_learner_responses,
scalar_t *current_responses);
- // This method returns in sample_nb_occurences[k] the number of time
- // the example k was sampled, and in sample_responses[k] the
- // consistent response so that the overall loss remains the same. If
- // allow_duplicates is set to 1, all samples will have an identical
- // response (i.e. weight), but some may have more than one
- // occurence. On the contrary, if allow_duplicates is 0, samples
- // will all have only one occurence (or zero) but the responses may
- // vary to account for the multiple sampling.
+ /* This method returns in sample_nb_occurences[k] the number of time
+ the example k was sampled, and in sample_responses[k] the
+ consistent response so that the overall loss remains the same. If
+ allow_duplicates is set to 1, all samples will have an identical
+ response (i.e. weight), but some may have more than one
+ occurence. On the contrary, if allow_duplicates is 0, samples
+ will all have only one occurence (or zero) but the responses may
+ vary to account for the multiple sampling. */
void subsample(int nb, scalar_t *labels, scalar_t *responses,
int nb_to_sample, int *sample_nb_occurences, scalar_t *sample_responses,