This is a class implementation of simple median imputation. More...

Public Member Functions
void	Impute (arma::Mat< T > &input, const T &mappedValue, const size_t dimension, const bool columnMajor=true)
	Impute function searches through the input looking for mappedValue and replaces it with the median of the given dimension. More...

Detailed Description

This is a class implementation of simple median imputation.

replace missing value with middle or average of middle values

Template Parameters

T	Type of armadillo matrix

Definition at line 25 of file median_imputation.hpp.

Member Function Documentation

template<typename T >

void mlpack::data::MedianImputation< T >::Impute	(	arma::Mat< T > &	input,
		const T &	mappedValue,
		const size_t	dimension,
		const bool	columnMajor = `true`
	)

inline

Impute function searches through the input looking for mappedValue and replaces it with the median of the given dimension.

The result is overwritten to the input matrix.

Parameters

input	Matrix that contains mappedValue.
mappedValue	Value that the user wants to get rid of.
dimension	Index of the dimension of the mappedValue.
columnMajor	State of whether the input matrix is columnMajor or not.

Definition at line 38 of file median_imputation.hpp.

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