A simple custom imputation class. More...

Public Member Functions
	CustomImputation (T customValue)

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 user-defined custom value of the given dimension. More...

Detailed Description

A simple custom imputation class.

Template Parameters

T	Type of armadillo matrix

Member Function Documentation

template<typename T >

void mlpack::data::CustomImputation< 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 user-defined custom value of the given dimension.

The result is overwritten to the input, not creating any copy. Custom value must be set when initializing the CustomImputation object.

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: