SAMUR
Stochastic Augmentation of Matched Data Using Restriction Methods
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.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
1.1 |
rolling linux/jammy R-4.5 | SAMUR_1.1.tar.gz |
27.2 KiB |
1.1 |
rolling linux/noble R-4.5 | SAMUR_1.1.tar.gz |
27.1 KiB |
1.1 |
rolling source/ R- | SAMUR_1.1.tar.gz |
5.8 KiB |
1.1 |
latest linux/jammy R-4.5 | SAMUR_1.1.tar.gz |
27.2 KiB |
1.1 |
latest linux/noble R-4.5 | SAMUR_1.1.tar.gz |
27.1 KiB |
1.1 |
latest source/ R- | SAMUR_1.1.tar.gz |
5.8 KiB |
1.1 |
2026-04-26 source/ R- | SAMUR_1.1.tar.gz |
5.8 KiB |
1.1 |
2026-04-23 source/ R- | SAMUR_1.1.tar.gz |
5.8 KiB |
1.1 |
2026-04-09 windows/windows R-4.5 | SAMUR_1.1.zip |
29.6 KiB |
1.1 |
2025-04-20 source/ R- | SAMUR_1.1.tar.gz |
5.8 KiB |