split_data.hpp File Reference

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Namespaces
	mlpack
	Linear algebra utility functions, generally performed on matrices or vectors.
	mlpack::data
	Functions to load and save matrices and models.

Functions
template<typename T , typename U >
void	mlpack::data::Split (const arma::Mat< T > &input, const arma::Row< U > &inputLabel, arma::Mat< T > &trainData, arma::Mat< T > &testData, arma::Row< U > &trainLabel, arma::Row< U > &testLabel, const double testRatio)
	Given an input dataset and labels, split into a training set and test set. More...
template<typename T >
void	mlpack::data::Split (const arma::Mat< T > &input, arma::Mat< T > &trainData, arma::Mat< T > &testData, const double testRatio)
	Given an input dataset, split into a training set and test set. More...
template<typename T , typename U >
std::tuple< arma::Mat< T >, arma::Mat< T >, arma::Row< U >, arma::Row< U > >	mlpack::data::Split (const arma::Mat< T > &input, const arma::Row< U > &inputLabel, const double testRatio)
	Given an input dataset and labels, split into a training set and test set. More...
template<typename T >
std::tuple< arma::Mat< T >, arma::Mat< T > >	mlpack::data::Split (const arma::Mat< T > &input, const double testRatio)
	Given an input dataset, split into a training set and test set. More...

Detailed Description

Author

Tham Ngap Wei, Keon Kim

Defines Split(), a utility function to split a dataset into a training set and a test set.

mlpack is free software; you may redistribute it and/or modify it under the terms of the 3-clause BSD license. You should have received a copy of the 3-clause BSD license along with mlpack. If not, see http://www.opensource.org/licenses/BSD-3-Clause for more information.

Definition in file split_data.hpp.