MedSVM.h

#pragma once
 
#include <MedAlgo/MedAlgo/MedAlgo.h>
 
class MedSvm : public MedPredictor {
public:
    // Model
 
    struct svm_parameter params;
    struct svm_model *model;
    /*double **x;
    double **y;
    float *w;
    */
 
    // Function
    MedSvm();
    MedSvm(void *params);
    MedSvm(struct svm_parameter &params);
    ~MedSvm();
 
    void init_defaults();
    int init(void *params);
    virtual int set_params(map<string, string>& mapper);
    int init(struct svm_parameter &params);
 
    int Learn(float *x, float *y, const float *w, int nsamples, int nftrs);
    int Predict(float *x, float *&preds, int nsamples, int nftrs) const;
 
    ADD_CLASS_NAME(MedSvm)
        size_t get_size();
    size_t serialize(unsigned char *blob);
    size_t deserialize(unsigned char *blob);
 
private:
 
 
};