Package: ranktreeEnsemble 0.21
ranktreeEnsemble: Ensemble Models of Rank-Based Trees with Extracted Decision Rules
Fast computing an ensemble of rank-based trees via boosting or random forest on binary and multi-class problems. It converts continuous gene expression profiles into ranked gene pairs, for which the variable importance indices are computed and adopted for dimension reduction. Decision rules can be extracted from trees.
Authors:
ranktreeEnsemble_0.21.tar.gz
ranktreeEnsemble_0.21.zip(r-4.5)ranktreeEnsemble_0.21.zip(r-4.4)ranktreeEnsemble_0.21.zip(r-4.3)
ranktreeEnsemble_0.21.tgz(r-4.5-x86_64)ranktreeEnsemble_0.21.tgz(r-4.5-arm64)ranktreeEnsemble_0.21.tgz(r-4.4-x86_64)ranktreeEnsemble_0.21.tgz(r-4.4-arm64)ranktreeEnsemble_0.21.tgz(r-4.3-x86_64)ranktreeEnsemble_0.21.tgz(r-4.3-arm64)
ranktreeEnsemble_0.21.tar.gz(r-4.5-noble)ranktreeEnsemble_0.21.tar.gz(r-4.4-noble)
ranktreeEnsemble_0.21.tgz(r-4.4-emscripten)ranktreeEnsemble_0.21.tgz(r-4.3-emscripten)
ranktreeEnsemble.pdf |ranktreeEnsemble.html✨
ranktreeEnsemble/json (API)
# Install 'ranktreeEnsemble' in R: |
install.packages('ranktreeEnsemble', repos = c('https://transbioinfolab.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/transbioinfolab/ranktreeensemble/issues
- tnbc - Gene expression profiles in triple-negative breast cancer cell
Last updated 10 months agofrom:277784d67b. Checks:1 OK, 11 WARNING. Indexed: yes.
Target | Result | Latest binary |
---|---|---|
Doc / Vignettes | OK | Mar 12 2025 |
R-4.5-win-x86_64 | WARNING | Mar 12 2025 |
R-4.5-mac-x86_64 | WARNING | Mar 12 2025 |
R-4.5-mac-aarch64 | WARNING | Mar 12 2025 |
R-4.5-linux-x86_64 | WARNING | Mar 12 2025 |
R-4.4-win-x86_64 | WARNING | Mar 12 2025 |
R-4.4-mac-x86_64 | WARNING | Mar 12 2025 |
R-4.4-mac-aarch64 | WARNING | Mar 12 2025 |
R-4.4-linux-x86_64 | WARNING | Mar 12 2025 |
R-4.3-win-x86_64 | WARNING | Mar 12 2025 |
R-4.3-mac-x86_64 | WARNING | Mar 12 2025 |
R-4.3-mac-aarch64 | WARNING | Mar 12 2025 |
Exports:extract.rulesimportancepairpredictrboostrforestselect.rules
Dependencies:base64encbitbit64bslibcachemclicliprcolorspacecpp11crayondata.treeDiagrammeRdigestdplyrevaluatefansifarverfastmapfontawesomefsgbmgenericsgluehighrhmshtmltoolshtmlwidgetsigraphjquerylibjsonliteknitrlabelinglatticelifecyclemagrittrMatrixmemoisemimemunsellpillarpkgconfigprettyunitsprogresspurrrR6randomForestSRCrappdirsRColorBrewerRcppreadrrlangrmarkdownrstudioapisassscalesstringistringrsurvivaltibbletidyrtidyselecttinytextzdbutf8vctrsviridisLitevisNetworkvroomwithrxfunyaml