yat
0.17pre

A model of the concept Neighbor Weighting Method to be used with KNN to weight the votes of the k nearest neighbors of a sample. More...
#include <yat/classifier/KNN_Uniform.h>
Public Member Functions  
void  operator() (const utility::VectorBase &distance, const std::vector< size_t > &k_sorted, const Target &target, utility::VectorMutable &prediction) const 
A model of the concept Neighbor Weighting Method to be used with KNN to weight the votes of the k nearest neighbors of a sample.
KNN_Uniform weights the nearest neighbours uniformly so the total vote for a class is equal to the number of nearest neighbors belonging to the class.
void theplu::yat::classifier::KNN_Uniform::operator()  (  const utility::VectorBase &  distance, 
const std::vector< size_t > &  k_sorted,  
const Target &  target,  
utility::VectorMutable &  prediction  
)  const 
The total vote for each class is calculated and returned in prediction.