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Augmenting a matched data set by generating multiple stochastic, matched samples from the data using a multi-dimensional histogram constructed from dropping the input matched data into a multi-dimensional grid built on the full data set. The resulting stochastic, matched sets will likely provide a collectively higher coverage of the full data set compared to the single matched set. Each stochastic match is without duplication, thus allowing downstream validation techniques such as cross-validation to be applied to each set without concern for overfitting.
| Version: | 1.1 |
| Imports: | Matching |
| Published: | 2022-08-31 |
| DOI: | 10.32614/CRAN.package.SAMUR |
| Author: | Mansour T.A. Sharabiani, Alireza S. Mahani |
| Maintainer: | Alireza S. Mahani <alireza.s.mahani at gmail.com> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | no |
| Materials: | ChangeLog |
| CRAN checks: | SAMUR results |
| Reference manual: | SAMUR.pdf |
| Package source: | SAMUR_1.1.tar.gz |
| Windows binaries: | r-devel: SAMUR_1.1.zip, r-release: SAMUR_1.1.zip, r-oldrel: SAMUR_1.1.zip |
| macOS binaries: | r-release (arm64): SAMUR_1.1.tgz, r-oldrel (arm64): SAMUR_1.1.tgz, r-release (x86_64): SAMUR_1.1.tgz, r-oldrel (x86_64): SAMUR_1.1.tgz |
| Old sources: | SAMUR archive |
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