Package: PSGD 1.0.3
PSGD: Projected Subset Gradient Descent
Functions to generate ensembles of generalized linear models using a greedy projected subset gradient descent algorithm. The sparsity and diversity tuning parameters are selected by cross-validation.
Authors:
PSGD_1.0.3.tar.gz
PSGD_1.0.3.zip(r-4.5)PSGD_1.0.3.zip(r-4.4)PSGD_1.0.3.zip(r-4.3)
PSGD_1.0.3.tgz(r-4.4-x86_64)PSGD_1.0.3.tgz(r-4.4-arm64)PSGD_1.0.3.tgz(r-4.3-x86_64)PSGD_1.0.3.tgz(r-4.3-arm64)
PSGD_1.0.3.tar.gz(r-4.5-noble)PSGD_1.0.3.tar.gz(r-4.4-noble)
PSGD_1.0.3.tgz(r-4.4-emscripten)PSGD_1.0.3.tgz(r-4.3-emscripten)
PSGD.pdf |PSGD.html✨
PSGD/json (API)
NEWS
# Install 'PSGD' in R: |
install.packages('PSGD', repos = c('https://anthonychristidis.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/anthonychristidis/psgd/issues
Uses libs:
Last updated 3 months agofrom:8788379a85. Checks:OK: 9. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 01 2024 |
R-4.5-win-x86_64 | OK | Nov 01 2024 |
R-4.5-linux-x86_64 | OK | Nov 01 2024 |
R-4.4-win-x86_64 | OK | Nov 01 2024 |
R-4.4-mac-x86_64 | OK | Nov 01 2024 |
R-4.4-mac-aarch64 | OK | Nov 01 2024 |
R-4.3-win-x86_64 | OK | Nov 01 2024 |
R-4.3-mac-x86_64 | OK | Nov 01 2024 |
R-4.3-mac-aarch64 | OK | Nov 01 2024 |
Dependencies:RcppRcppArmadillo
Readme and manuals
Help Manual
Help page | Topics |
---|---|
Coefficients for cv.PSGD Object | coef.cv.PSGD |
Coefficients for PSGD Object | coef.PSGD |
Cross-Validation - Projected Subset Gradient Descent | cv.PSGD |
Predictions for cv.PSGD Object | predict.cv.PSGD |
Predictions for PSGD Object | predict.PSGD |
Projected Subset Gradient Descent | PSGD |