main_lasso.h

统计学习软件包

#ifndef Kreg_CNV_H
#define Kreg_CNV_H
#include <stdio.h>
#include <stdlib.h>
#include <fstream.h>
#include <time.h>
#include <math.h>
#include "my_mat.h"
#include "LogregLASSO.h"
   
class main_LASSO
{
 public:		
  main_LASSO(char* dfn, char* afn, int ntot, int dim, double cross_start, double cross_add, int cross_number, int it);
  virtual ~main_LASSO();
  void Classify();
   void Classify_Reduced();
  void ReadData();
 protected: 

  double Predict(int);
  int cross_rand( double fold);
  void Enlarge_const(double const_val);
  void randPerm(int* array, int length);
 
 private: 
  
  My_Matrix*  hist_wrong_mat;
  My_Matrix*  hist_correct_mat;
  int** rv_hist_mat;
 
  double intercept;
  double mu_buff;
  char** gene_names;
  LogregLASSO* LM;
  My_Matrix* XG;
  My_Matrix* Relg;
  My_Matrix* Relg_Buff;
  My_Matrix* A;
  My_Matrix* ATest;
  int* Y;
  int* YT;
  int Acols;
  int ntotal, dimension, iter;
  double mu;
  int* true_labs;
  
  double* relv;
  int*  orig_numbs;
  char*  data_file_name;
  char* annot_file_name; 
  int* docalc;
  int rv_numb;
  int retrain;
  double cv_start;
  double cv_add;
  int cv_number;
};
#endif