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Implement BinDisc and tests

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This commit is contained in:
Ricardo Montañana Gómez
2024-06-05 10:45:11 +02:00
parent 236d1b2f8b
commit 6b68a41c42
11 changed files with 954 additions and 29 deletions
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23
CPPFImdlp.h
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@@ -2,13 +2,22 @@
#define CPPFIMDLP_H
#include "typesFImdlp.h"
#include "Metrics.h"
#include <limits>
#include <utility>
#include <string>
#include "Metrics.h"
namespace mdlp {
class CPPFImdlp {
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 std::string version() { return "1.1.3"; };
protected:
size_t min_length = 3;
int depth = 0;
@@ -21,25 +30,13 @@ namespace mdlp {
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