bootstrap.hpp File Reference
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Namespaces | |
| mlpack | |
Linear algebra utility functions, generally performed on matrices or vectors. | |
| mlpack::tree | |
Trees and tree-building procedures. | |
Functions | |
| template<bool UseWeights, typename MatType , typename LabelsType , typename WeightsType > | |
| void | Bootstrap (const MatType &dataset, const LabelsType &labels, const WeightsType &weights, MatType &bootstrapDataset, LabelsType &bootstrapLabels, WeightsType &bootstrapWeights) |
| Given a dataset, create another dataset via bootstrap sampling, with labels. More... | |
Detailed Description
Implementation of the Bootstrap() function, which creates a bootstrapped dataset from the given input dataset.
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 bootstrap.hpp.