Initial commit

CPPFImdlp.h

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+#ifndef CPPFIMDLP_H
+#define CPPFIMDLP_H
+#include "typesFImdlp.h"
+#include "Metrics.h"
+#include <utility>
+namespace mdlp {
+    class CPPFImdlp {
+    protected:
+        bool proposal;
+        indices_t indices; // sorted indices to use with X and y
+        samples_t X;
+        labels_t y;
+        Metrics metrics;
+        cutPoints_t cutPoints;
+
+        static indices_t sortIndices(samples_t&);
+        void computeCutPoints(size_t, size_t);
+        long int getCandidate(size_t, size_t);
+        bool mdlp(size_t, size_t, size_t);
+
+        // Original algorithm
+        void computeCutPointsOriginal(size_t, size_t);
+        bool goodCut(size_t, size_t, size_t);
+        void computeCutPointsProposal();
+
+    public:
+        CPPFImdlp(bool);
+        ~CPPFImdlp();
+        CPPFImdlp& fit(samples_t&, labels_t&);
+        samples_t getCutPoints();
+    };
+}
+#endif