Package: nestfs 1.0.3.9000
nestfs: Cross-Validated (Nested) Forward Selection
Implementation of forward selection based on cross-validated linear and logistic regression.
Authors:
nestfs_1.0.3.9000.tar.gz
nestfs_1.0.3.9000.zip(r-4.5)nestfs_1.0.3.9000.zip(r-4.4)nestfs_1.0.3.9000.zip(r-4.3)
nestfs_1.0.3.9000.tgz(r-4.4-any)nestfs_1.0.3.9000.tgz(r-4.3-any)
nestfs_1.0.3.9000.tar.gz(r-4.5-noble)nestfs_1.0.3.9000.tar.gz(r-4.4-noble)
nestfs_1.0.3.9000.tgz(r-4.4-emscripten)nestfs_1.0.3.9000.tgz(r-4.3-emscripten)
nestfs.pdf |nestfs.html✨
nestfs/json (API)
NEWS
# Install 'nestfs' in R: |
install.packages('nestfs', repos = c('https://mcol.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/mcol/nestfs/issues
Datasets:
- diabetes - Diabetes data with interaction terms
Last updated 2 years agofrom:cb952094c2. Checks:OK: 7. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Oct 11 2024 |
R-4.5-win | OK | Oct 11 2024 |
R-4.5-linux | OK | Oct 11 2024 |
R-4.4-win | OK | Oct 11 2024 |
R-4.4-mac | OK | Oct 11 2024 |
R-4.3-win | OK | Oct 11 2024 |
R-4.3-mac | OK | Oct 11 2024 |
Exports:create.foldsforward.selectionfsnested.forward.selectionnested.fsnested.glmnested.performance
Readme and manuals
Help Manual
Help page | Topics |
---|---|
Cross-validated (nested) forward selection | nestfs-package nestfs |
Cross-validation folds | create.folds |
Diabetes data with interaction terms | diabetes |
Cross-validated forward selection | forward.selection fs |
Nested cross-validated forward selection | nested.forward.selection nested.fs |
Cross-validated generalized linear models | nested.glm |
Compute cross-validated performance | nested.performance print.nestperf |
Results summary for forward selection | print.fs summary.fs |
Results summary for nested forward selection | print.nestfs summary.nestfs |