scR
Estimate Vapnik-Chervonenkis Dimension and Sample Complexity
We provide a suite of tools for estimating the sample complexity of a chosen model through theoretical bounds and simulation. The package incorporates methods for estimating the Vapnik-Chervonenkis dimension (VCD) of a chosen algorithm, which can be used to estimate its sample complexity. Alternatively, we provide simulation methods to estimate sample complexity directly. For more details, see Carter, P & Choi, D (2024). "Learning from Noise: Applying Sample Complexity for Political Science Research" <doi:10.31219/osf.io/evrcj>.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
0.4.0 |
rolling linux/jammy R-4.5 | scR_0.4.0.tar.gz |
2.7 MiB |
0.4.0 |
rolling linux/noble R-4.5 | scR_0.4.0.tar.gz |
2.7 MiB |
0.4.0 |
rolling source/ R- | scR_0.4.0.tar.gz |
2.7 MiB |
0.4.0 |
latest linux/jammy R-4.5 | scR_0.4.0.tar.gz |
2.7 MiB |
0.4.0 |
latest linux/noble R-4.5 | scR_0.4.0.tar.gz |
2.7 MiB |
0.4.0 |
latest source/ R- | scR_0.4.0.tar.gz |
2.7 MiB |
0.4.0 |
2026-04-26 source/ R- | scR_0.4.0.tar.gz |
2.7 MiB |
0.4.0 |
2026-04-23 source/ R- | scR_0.4.0.tar.gz |
2.7 MiB |
0.4.0 |
2026-04-09 windows/windows R-4.5 | scR_0.4.0.zip |
2.7 MiB |
0.4.0 |
2025-04-20 source/ R- | scR_0.4.0.tar.gz |
2.7 MiB |