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_ReciprocalDistance.h>
Public Member Functions  
void  operator() (const utility::VectorBase &dist, 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_ReciprocalDistance weights the vote of a nearest neighbor with its reciprocal rank.
void theplu::yat::classifier::KNN_ReciprocalDistance::operator()  (  const utility::VectorBase &  dist, 
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.