theplu::yat::classifier::KNN_Uniform Struct Reference

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

Detailed Description

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.

Member Function Documentation

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.

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The documentation for this struct was generated from the following file:

• yat/classifier/KNN_Uniform.h