mirror of
https://github.com/Relintai/pmlpp.git
synced 2024-11-15 14:17:24 +01:00
36 lines
688 B
C++
36 lines
688 B
C++
|
|
#ifndef MLPP_KNN_H
|
|
#define MLPP_KNN_H
|
|
|
|
//
|
|
// kNN.hpp
|
|
//
|
|
// Created by Marc Melikyan on 10/2/20.
|
|
//
|
|
|
|
#include "core/math/math_defs.h"
|
|
|
|
#include <vector>
|
|
|
|
|
|
class MLPPKNN {
|
|
public:
|
|
MLPPKNN(std::vector<std::vector<real_t>> inputSet, std::vector<real_t> outputSet, int k);
|
|
std::vector<real_t> modelSetTest(std::vector<std::vector<real_t>> X);
|
|
int modelTest(std::vector<real_t> x);
|
|
real_t score();
|
|
|
|
private:
|
|
// Private Model Functions
|
|
std::vector<real_t> nearestNeighbors(std::vector<real_t> x);
|
|
int determineClass(std::vector<real_t> knn);
|
|
|
|
// Model Inputs and Parameters
|
|
std::vector<std::vector<real_t>> inputSet;
|
|
std::vector<real_t> outputSet;
|
|
int k;
|
|
};
|
|
|
|
|
|
#endif /* kNN_hpp */
|