1 files changed, 37 insertions, 0 deletions
diff --git a/include/gensvm_gridsearch.h b/include/gensvm_gridsearch.h
new file mode 100644
index 0000000..dcd9b93
--- /dev/null
+++ b/include/gensvm_gridsearch.h
@@ -0,0 +1,37 @@
+/**
+ * @file gensvm_gridsearch.h
+ * @author Gertjan van den Burg
+ * @date August, 2013
+ * @brief Header file for gensvm_gridsearch.c
+ *
+ * @details
+ * The grid search for the optimal parameters is done through a queue.
+ * This file contains struct definitions for this queue and a single
+ * task in a queue, as well as a structure for the complete training
+ * scheme. Function declarations are also included.
+ *
+ */
+
+#ifndef GENSVM_GRIDSEARCH_H
+#define GENSVM_GRIDSEARCH_H
+
+// includes
+#include "gensvm_cv_util.h"
+#include "gensvm_init.h"
+#include "gensvm_grid.h"
+#include "gensvm_optimize.h"
+#include "gensvm_pred.h"
+#include "gensvm_queue.h"
+#include "gensvm_timer.h"
+
+// function declarations
+void gensvm_fill_queue(struct GenGrid *grid, struct GenQueue *queue,
+		struct GenData *train_data, struct GenData *test_data);
+void consistency_repeats(struct GenQueue *q, long repeats, TrainType traintype);
+void make_model_from_task(struct GenTask *task, struct GenModel *model);
+void print_progress_string(struct GenTask *task, long N);
+void start_training(struct GenQueue *q);
+double gensvm_cross_validation(struct GenModel *model,
+	       	struct GenData **train_folds, struct GenData **test_folds,
+		int folds, long n_total);
+#endif