A complete-case analysis to remove the values containing mappedValue. 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 remove the whole row or column. More...

Detailed Description

A complete-case analysis to remove the values containing mappedValue.

Removes all data for a case that has one or more missing values.

Template Parameters

T	Type of armadillo matrix

Member Function Documentation

template<typename T >

void mlpack::data::ListwiseDeletion< 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 remove the whole row or column.

The result is overwritten to the input.

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.

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