Package: bonsai 0.4.1.9000

bonsai: Model Wrappers for Tree-Based Models
Bindings for additional tree-based model engines for use with the 'parsnip' package. Models include gradient boosted decision trees with 'LightGBM' (Ke et al, 2017.), conditional inference trees and conditional random forests with 'partykit' (Hothorn and Zeileis, 2015. and Hothorn et al, 2006. <doi:10.1198/106186006X133933>), and accelerated oblique random forests with 'aorsf' (Jaeger et al, 2022 <doi:10.5281/zenodo.7116854>).
Authors:
bonsai_0.4.1.9000.tar.gz
bonsai_0.4.1.9000.zip(r-4.7)bonsai_0.4.1.9000.zip(r-4.6)bonsai_0.4.1.9000.zip(r-4.5)
bonsai_0.4.1.9000.tgz(r-4.6-any)bonsai_0.4.1.9000.tgz(r-4.5-any)
bonsai_0.4.1.9000.tar.gz(r-4.7-any)bonsai_0.4.1.9000.tar.gz(r-4.6-any)
bonsai_0.4.1.9000.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
bonsai/json (API)
| # Install 'bonsai' in R: |
| install.packages('bonsai', repos = c('https://tidymodels.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/tidymodels/bonsai/issues
Pkgdown/docs site:https://bonsai.tidymodels.org
Last updated from:fe70ae95c3. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 181 | ||
| source / vignettes | OK | 227 | ||
| linux-release-x86_64 | OK | 174 | ||
| macos-release-arm64 | OK | 133 | ||
| macos-oldrel-arm64 | OK | 136 | ||
| windows-devel | OK | 164 | ||
| windows-release | OK | 109 | ||
| windows-oldrel | OK | 121 | ||
| wasm-release | OK | 131 |
Exports:%>%predict_catboost_classification_classpredict_catboost_classification_probpredict_catboost_classification_rawpredict_catboost_regression_numericpredict_lightgbm_classification_classpredict_lightgbm_classification_probpredict_lightgbm_classification_rawpredict_lightgbm_regression_numerictrain_catboosttrain_lightgbm
Dependencies:clicodetoolscpp11dialsDiceDesigndplyrfarvergenericsggplot2globalsgluegtablehardhatisobandlabelinglifecyclemagrittrparsnippillarpkgconfigprettyunitspurrrR6RColorBrewerrlangS7scalessfdsparsevctrsstringistringrtibbletidyrtidyselectutf8vctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| bonsai: Model Wrappers for Tree-Based Models | bonsai-package bonsai |
