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+
+///////////////////////////////////////////////////////////////////////////
+// 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 <http://www.gnu.org/licenses/>.  //
+//                                                                       //
+// Written by Francois Fleuret, (C) IDIAP                                //
+// Contact <francois.fleuret@idiap.ch> for comments & bug reports        //
+///////////////////////////////////////////////////////////////////////////
+
+#ifndef TOOLS_H
+#define TOOLS_H
+
+#include <iostream>
+#include "misc.h"
+
+scalar_t robust_sampling(int nb, scalar_t *weights, int nb_to_sample, int *sampled);
+
+void print_roc_small_pos(ostream *out,
+                         int nb_pos, scalar_t *pos_responses,
+                         int nb_neg, scalar_t *neg_responses,
+                         scalar_t fas_factor);
+
+#endif