mirror of https://github.com/Relintai/pmlpp.git
37 lines
688 B
C++
37 lines
688 B
C++
|
|
#ifndef MLPP_GAUSSIAN_NB_H
|
|
#define MLPP_GAUSSIAN_NB_H
|
|
|
|
//
|
|
// GaussianNB.hpp
|
|
//
|
|
// Created by Marc Melikyan on 1/17/21.
|
|
//
|
|
|
|
#include <vector>
|
|
|
|
namespace MLPP {
|
|
class GaussianNB {
|
|
public:
|
|
GaussianNB(std::vector<std::vector<double>> inputSet, std::vector<double> outputSet, int class_num);
|
|
std::vector<double> modelSetTest(std::vector<std::vector<double>> X);
|
|
double modelTest(std::vector<double> x);
|
|
double score();
|
|
|
|
private:
|
|
void Evaluate();
|
|
|
|
int class_num;
|
|
|
|
std::vector<double> priors;
|
|
std::vector<double> mu;
|
|
std::vector<double> sigma;
|
|
|
|
std::vector<std::vector<double>> inputSet;
|
|
std::vector<double> outputSet;
|
|
|
|
std::vector<double> y_hat;
|
|
};
|
|
|
|
#endif /* GaussianNB_hpp */
|
|
} |