X-Git-Url: https://www.fleuret.org/cgi-bin/gitweb/gitweb.cgi?p=folded-ctf.git;a=blobdiff_plain;f=decision_tree.h;h=4903c6a543ad1cc17619b11e1c14b146f273114f;hp=1601836e9e07f725976dfe7041d5fff8315bcd26;hb=HEAD;hpb=5b78a555f6c7ff20a71d0520db63bc43e69e1f41 diff --git a/decision_tree.h b/decision_tree.h index 1601836..4903c6a 100644 --- a/decision_tree.h +++ b/decision_tree.h @@ -1,22 +1,26 @@ - -/////////////////////////////////////////////////////////////////////////// -// This program is free software: you can redistribute it and/or modify // -// it under the terms of the version 3 of the GNU General Public License // -// as published by the Free Software Foundation. // -// // -// This program is distributed in the hope that it will be useful, but // -// WITHOUT ANY WARRANTY; without even the implied warranty of // -// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU // -// General Public License for more details. // -// // -// 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 Research Institute // -// // -// Contact for comments & bug reports // -/////////////////////////////////////////////////////////////////////////// +/* + * folded-ctf is an implementation of the folded hierarchy of + * classifiers for object detection, developed by Francois Fleuret + * and Donald Geman. + * + * Copyright (c) 2008 Idiap Research Institute, http://www.idiap.ch/ + * Written by Francois Fleuret + * + * This file is part of folded-ctf. + * + * folded-ctf is free software: you can redistribute it and/or modify + * it under the terms of the GNU General Public License version 3 as + * published by the Free Software Foundation. + * + * folded-ctf is distributed in the hope that it will be useful, but + * WITHOUT ANY WARRANTY; without even the implied warranty of + * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU + * General Public License for more details. + * + * You should have received a copy of the GNU General Public License + * along with folded-ctf. If not, see . + * + */ /* @@ -38,14 +42,14 @@ class DecisionTree : public Classifier { + static const int min_nb_samples_for_split = 5; + int _feature_index; scalar_t _threshold; scalar_t _weight; DecisionTree *_subtree_lesser, *_subtree_greater; - static const int min_nb_samples_for_split = 5; - void pick_best_split(SampleSet *sample_set, scalar_t *loss_derivatives);