Add max_cutpoints Hyperparameter

CPPFImdlp.h

@@ -9,22 +9,25 @@ namespace mdlp {
     protected:
         size_t min_length;
         int depth, max_depth;
+        float proposed_cuts;
+        indices_t indices;
         samples_t X;
         labels_t y;
-        indices_t indices;
         Metrics metrics;
         cutPoints_t cutPoints;
+        size_t num_cut_points;
 
         static indices_t sortIndices(samples_t&, labels_t&);
         void computeCutPoints(size_t, size_t, int);
         bool mdlp(size_t, size_t, size_t);
         size_t getCandidate(size_t, size_t);
+        size_t compute_max_num_cut_points();
         pair<precision_t, size_t> valueCutPoint(size_t, size_t, size_t);
     public:
         CPPFImdlp();
-        CPPFImdlp(size_t, int);
+        CPPFImdlp(size_t, int, float);
         ~CPPFImdlp();
-        CPPFImdlp& fit(samples_t&, labels_t&);
+        void fit(samples_t&, labels_t&);
         cutPoints_t getCutPoints();
         int get_depth();
         inline string version() { return "1.1.1"; };