Package: ODRF 0.0.4.9002

ODRF: Oblique Decision Random Forest for Classification and Regression
The oblique decision tree (ODT) uses linear combinations of predictors as partitioning variables in a decision tree. Oblique Decision Random Forest (ODRF) is an ensemble of multiple ODTs generated by feature bagging. Oblique Decision Boosting Tree (ODBT) applies feature bagging during the training process of ODT-based boosting trees to ensemble multiple boosting trees. All three methods can be used for classification and regression, and ODT and ODRF serve as supplements to the classical CART of Breiman (1984) <doi:10.1201/9781315139470> and Random Forest of Breiman (2001) <doi:10.1023/A:1010933404324> respectively.
Authors:
ODRF_0.0.4.9002.tar.gz
ODRF_0.0.4.9002.zip(r-4.5)ODRF_0.0.4.9002.zip(r-4.4)ODRF_0.0.4.9002.zip(r-4.3)
ODRF_0.0.4.9002.tgz(r-4.5-x86_64)ODRF_0.0.4.9002.tgz(r-4.5-arm64)ODRF_0.0.4.9002.tgz(r-4.4-x86_64)ODRF_0.0.4.9002.tgz(r-4.4-arm64)ODRF_0.0.4.9002.tgz(r-4.3-x86_64)ODRF_0.0.4.9002.tgz(r-4.3-arm64)
ODRF_0.0.4.9002.tar.gz(r-4.5-noble)ODRF_0.0.4.9002.tar.gz(r-4.4-noble)
ODRF_0.0.4.9002.tgz(r-4.4-emscripten)ODRF_0.0.4.9002.tgz(r-4.3-emscripten)
ODRF.pdf |ODRF.html✨
ODRF/json (API)
NEWS
# Install 'ODRF' in R: |
install.packages('ODRF', repos = c('https://liuyu-star.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/liuyu-star/odrf/issues
Pkgdown site:https://liuyu-star.github.io
Last updated 6 months agofrom:863dfa0b0b. Checks:1 OK, 11 NOTE. Indexed: yes.
Target | Result | Latest binary |
---|---|---|
Doc / Vignettes | OK | Mar 08 2025 |
R-4.5-win-x86_64 | NOTE | Mar 08 2025 |
R-4.5-mac-x86_64 | NOTE | Mar 08 2025 |
R-4.5-mac-aarch64 | NOTE | Mar 08 2025 |
R-4.5-linux-x86_64 | NOTE | Mar 08 2025 |
R-4.4-win-x86_64 | NOTE | Mar 08 2025 |
R-4.4-mac-x86_64 | NOTE | Mar 08 2025 |
R-4.4-mac-aarch64 | NOTE | Mar 08 2025 |
R-4.4-linux-x86_64 | NOTE | Mar 08 2025 |
R-4.3-win-x86_64 | NOTE | Mar 08 2025 |
R-4.3-mac-x86_64 | NOTE | Mar 08 2025 |
R-4.3-mac-aarch64 | NOTE | Mar 08 2025 |
Exports:%>%Accuracybest.cut.nodedefaultsODBTODRFODTonlineplot_ODT_depthPPOpruneRandRotRotMatMakeRotMatPPORotMatRandRotMatRFVarImp
Dependencies:clicodetoolsdoParallelforeachFormulaglmnetglueinumiteratorslatticelibcoinlifecyclemagrittrMASSMatrixmvtnormnnetpartykitPursuitRcppRcppArmadilloRcppEigenrlangrpartshapesurvival