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...

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

Member Function Documentation

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.

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