Package: RAFS 0.2.5
RAFS: Robust Aggregative Feature Selection
A cross-validated minimal-optimal feature selection algorithm. It utilises popularity counting, hierarchical clustering with feature dissimilarity measures, and prefiltering with all-relevant feature selection method to obtain the minimal-optimal set of features.
Authors:
RAFS_0.2.5.tar.gz
RAFS_0.2.5.zip(r-4.5)RAFS_0.2.5.zip(r-4.4)RAFS_0.2.5.zip(r-4.3)
RAFS_0.2.5.tgz(r-4.5-any)RAFS_0.2.5.tgz(r-4.4-any)RAFS_0.2.5.tgz(r-4.3-any)
RAFS_0.2.5.tar.gz(r-4.5-noble)RAFS_0.2.5.tar.gz(r-4.4-noble)
RAFS_0.2.5.tgz(r-4.4-emscripten)RAFS_0.2.5.tgz(r-4.3-emscripten)
RAFS.pdf |RAFS.html✨
RAFS/json (API)
NEWS
# Install 'RAFS' in R: |
install.packages('RAFS', repos = c('https://yoctozepto.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 2 months agofrom:2ffabcbc2e. Checks:8 OK. Indexed: yes.
Target | Result | Latest binary |
---|---|---|
Doc / Vignettes | OK | Mar 01 2025 |
R-4.5-win | OK | Mar 01 2025 |
R-4.5-mac | OK | Mar 01 2025 |
R-4.5-linux | OK | Mar 01 2025 |
R-4.4-win | OK | Mar 01 2025 |
R-4.4-mac | OK | Mar 01 2025 |
R-4.3-win | OK | Mar 01 2025 |
R-4.3-mac | OK | Mar 01 2025 |
Exports:builtin_dist_funscompute_fs_resultscor_distcreate_seeded_foldsdefault_dist_funsdefault_fs_fundefault_hclust_methodsget_rafs_all_reps_from_popcntsget_rafs_occurrence_matrixget_rafs_rep_tuples_matrixget_rafs_rep_tuples_popcntsget_rafs_reps_popcntsget_rafs_top_rep_tuples_from_popcntsget_rafs_top_reps_from_popcntsget_rafs_tops_popcntsget_run_idrun_rafsrun_rafs_with_fs_resultsstig_diststig_from_ig_diststig_stable_distvi_dist
Dependencies:fastclusterMDFSsplitTools