MeanImputation< T > Class Template Reference

A simple mean imputation class. 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 mean of the given dimension. More...

Detailed Description

template

<

typename

T

>

class mlpack::data::MeanImputation< T >

A simple mean imputation class.

Template Parameters

T	Type of armadillo matrix

Definition at line 24 of file mean_imputation.hpp.

Member Function Documentation

Impute()

void 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 mean 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 37 of file mean_imputation.hpp.

References Log::Fatal.

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

• /home/ryan/src/mlpack.org/_src/mlpack-git/src/mlpack/core/data/imputation_methods/mean_imputation.hpp