Refactor Library 2 include a Platform/ Experiments

src/Platform/CPPFImdlp.h

@@ -0,0 +1,45 @@
+#ifndef CPPFIMDLP_H
+#define CPPFIMDLP_H
+
+#include "typesFImdlp.h"
+#include "Metrics.h"
+#include <limits>
+#include <utility>
+#include <string>
+
+namespace mdlp {
+    class CPPFImdlp {
+    protected:
+        size_t min_length = 3;
+        int depth = 0;
+        int max_depth = numeric_limits<int>::max();
+        float proposed_cuts = 0;
+        indices_t indices = indices_t();
+        samples_t X = samples_t();
+        labels_t y = labels_t();
+        Metrics metrics = Metrics(y, indices);
+        cutPoints_t cutPoints;
+        size_t num_cut_points = numeric_limits<size_t>::max();
+        labels_t discretizedData = labels_t();
+
+        static indices_t sortIndices(samples_t&, labels_t&);
+
+        void computeCutPoints(size_t, size_t, int);
+        void resizeCutPoints();
+        bool mdlp(size_t, size_t, size_t);
+        size_t getCandidate(size_t, size_t);
+        size_t compute_max_num_cut_points() const;
+        pair<precision_t, size_t> valueCutPoint(size_t, size_t, size_t);
+
+    public:
+        CPPFImdlp();
+        CPPFImdlp(size_t, int, float);
+        ~CPPFImdlp();
+        void fit(samples_t&, labels_t&);
+        inline cutPoints_t getCutPoints() const { return cutPoints; };
+        labels_t& transform(const samples_t&);
+        inline int get_depth() const { return depth; };
+        static inline string version() { return "1.1.2"; };
+    };
+}
+#endif