Package: CDF 0.1.0
Amjad Ali
CDF: Centroid Decision Forest for High-Dimensional Classification
Implements the Centroid Decision Forest (CDF) as a single user-facing function CDF(). The method selects discriminative features via a multi-class class separability score (CSS), splits by nearest class centroid, and aggregates tree votes to produce predictions and class probabilities. Returns CSS-based feature importance as well. Amjad Ali, Saeed Aldahmani, Zardad Khan (2025) <doi:10.48550/arXiv.2503.19306>.
Authors:
CDF_0.1.0.tar.gz
CDF_0.1.0.zip(r-4.7-any)CDF_0.1.0.zip(r-4.6-any)
CDF_0.1.0.tar.gz(r-4.7-any)CDF_0.1.0.tar.gz(r-4.6-any)
CDF_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
CDF/json (API)
| # Install 'CDF' in R: |
| install.packages('CDF', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
- DARWIN - DARWIN Handwriting Dataset
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:28bd829a42. Checks:6 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | OK | 85 | ||
| source / vignettes | OK | 137 | ||
| linux-release | OK | 83 | ||
| windows-devel | OK | 48 | ||
| windows-release | OK | 61 | ||
| wasm-release | OK | 96 |
Exports:CDF
Dependencies:matrixStats
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Centroid Decision Forest | CDF |
| DARWIN Handwriting Dataset (P vs H) | DARWIN |