Package: CFilt 0.3.0
CFilt: Recommendation by Collaborative Filtering
Provides methods and functions to implement a Recommendation System based on Collaborative Filtering Methodology. See Aggarwal (2016) <doi:10.1007/978-3-319-29659-3> for an overview.
Authors:
CFilt_0.3.0.tar.gz
CFilt_0.3.0.zip(r-4.5)CFilt_0.3.0.zip(r-4.4)CFilt_0.3.0.zip(r-4.3)
CFilt_0.3.0.tgz(r-4.5-any)CFilt_0.3.0.tgz(r-4.4-any)CFilt_0.3.0.tgz(r-4.3-any)
CFilt_0.3.0.tar.gz(r-4.5-noble)CFilt_0.3.0.tar.gz(r-4.4-noble)
CFilt_0.3.0.tgz(r-4.4-emscripten)CFilt_0.3.0.tgz(r-4.3-emscripten)
CFilt.pdf |CFilt.html✨
CFilt/json (API)
| # Install 'CFilt' in R: |
| install.packages('CFilt', repos = c('https://jessicakubrusly.r-universe.dev', 'https://cloud.r-project.org')) |
- movies - Movie ratings by users
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 6 months agofrom:1939019f18. Checks:9 OK. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Mar 05 2025 |
| R-4.5-win | OK | Mar 05 2025 |
| R-4.5-mac | OK | Mar 05 2025 |
| R-4.5-linux | OK | Mar 05 2025 |
| R-4.4-win | OK | Mar 05 2025 |
| R-4.4-mac | OK | Mar 05 2025 |
| R-4.4-linux | OK | Mar 05 2025 |
| R-4.3-win | OK | Mar 05 2025 |
| R-4.3-mac | OK | Mar 05 2025 |
Exports:CFbuildercosineestimateratingjaccardkclosestitemspearsontopkitemstopkusers
Dependencies:
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Recommendation by Collaborative Filtering | CF CF-class |
| The constructor function of the CFilt class. | CFbuilder |
| Similarity calculation Function | cosine |
| Recommendation Functions | estimaterating |
| Similarity calculation Function | jaccard |
| Recommendation Functions | kclosestitems |
| Movie ratings by users | movies |
| Similarity calculation Function | pearson |
| Recommendation Function | topkitems |
| Recommendation Function | topkusers |
