xcs_supervised.h

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/*
 * This program is free software: you can redistribute it and/or modify
 * it under the terms of the GNU General Public License as published by
 * the Free Software Foundation, either version 3 of the License, or
 * (at your option) any later version.
 *
 * 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/>.
 */
 
#pragma once
 
#include "xcsf.h"
 
double
xcs_supervised_fit(struct XCSF *xcsf, const struct Input *train_data,
                   const struct Input *test_data, const bool shuffle,
                   const int start, const int trials);
 
double
xcs_supervised_score(struct XCSF *xcsf, const struct Input *data,
                     const double *cover);
 
double
xcs_supervised_score_n(struct XCSF *xcsf, const struct Input *data, const int N,
                       const double *cover);
 
void
xcs_supervised_predict(struct XCSF *xcsf, const double *x, double *pred,
                       const int n_samples, const double *cover);