Package: ranger 0.18.0
Marvin N. Wright
ranger: A Fast Implementation of Random Forests
A fast implementation of Random Forests, particularly suited for high dimensional data. Ensembles of classification, regression, survival and probability prediction trees are supported. Data from genome-wide association studies can be analyzed efficiently. In addition to data frames, datasets of class 'gwaa.data' (R package 'GenABEL') and 'dgCMatrix' (R package 'Matrix') can be directly analyzed.
Authors:
ranger_0.18.0.tar.gz
ranger_0.18.0.zip(r-4.7-x86_64)ranger_0.18.0.zip(r-4.7-arm64)ranger_0.18.0.zip(r-4.6-x86_64)ranger_0.18.0.zip(r-4.6-arm64)ranger_0.18.0.zip(r-4.5-x86_64)
ranger_0.18.0.tgz(r-4.6-x86_64)ranger_0.18.0.tgz(r-4.6-arm64)ranger_0.18.0.tgz(r-4.5-x86_64)ranger_0.18.0.tgz(r-4.5-arm64)
ranger_0.18.0.tar.gz(r-4.7-arm64)ranger_0.18.0.tar.gz(r-4.7-x86_64)ranger_0.18.0.tar.gz(r-4.6-arm64)ranger_0.18.0.tar.gz(r-4.6-x86_64)
ranger_0.18.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
ranger/json (API)
| # Install 'ranger' in R: |
| install.packages('ranger', repos = c('https://imbs-hl.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/imbs-hl/ranger/issues
Pkgdown/docs site:https://imbs-hl.github.io
Last updated from:dafa5db579. Checks:15 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 145 | ||
| linux-devel-x86_64 | OK | 190 | ||
| source / vignettes | OK | 198 | ||
| linux-release-arm64 | OK | 148 | ||
| linux-release-x86_64 | OK | 188 | ||
| macos-release-arm64 | OK | 163 | ||
| macos-release-x86_64 | OK | 440 | ||
| macos-oldrel-arm64 | OK | 162 | ||
| macos-oldrel-x86_64 | OK | 324 | ||
| windows-devel-arm64 | OK | 303 | ||
| windows-devel-x86_64 | OK | 448 | ||
| windows-release-arm64 | OK | 307 | ||
| windows-release-x86_64 | OK | 194 | ||
| windows-oldrel-x86_64 | OK | 182 | ||
| wasm-release | OK | 130 |
Exports:csrfdeforestgetTerminalNodeIDsholdoutRFhshrinkimportanceimportance_pvaluespredictionsrangertimepointstreeInfo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Case-specific random forests. | csrf |
| Deforesting a random forest | deforest deforest.ranger |
| Get terminal node IDs (deprecated) | getTerminalNodeIDs |
| Hold-out random forests | holdoutRF |
| Hierarchical shrinkage | hshrink |
| ranger variable importance p-values | importance_pvalues |
| ranger variable importance | importance importance.ranger |
| Parse formula | parse.formula |
| Ranger prediction | predict.ranger |
| Ranger prediction | predict.ranger.forest |
| Ranger predictions | predictions.ranger |
| Ranger predictions | predictions predictions.ranger.prediction |
| Print deforested ranger summary | print.deforest.ranger |
| Print Ranger | print.ranger |
| Print Ranger forest | print.ranger.forest |
| Print Ranger prediction | print.ranger.prediction |
| Ranger | ranger |
| Ranger timepoints | timepoints timepoints.ranger |
| Ranger timepoints | timepoints.ranger.prediction |
| Tree information in human readable format | treeInfo |