Package: sense 1.2.0
sense: Automatic Stacked Ensemble for Regression Tasks
Stacked ensembles for regression tasks using the 'mlr3' framework, internal preprocessing and out-of-fold stacking, and hyperparameter tuning using grid or random search. Supports numeric and categorical predictors.
Authors:
sense_1.2.0.tar.gz
sense_1.2.0.zip(r-4.7-any)sense_1.2.0.zip(r-4.6-any)sense_1.2.0.zip(r-4.5-any)
sense_1.2.0.tgz(r-4.6-any)sense_1.2.0.tgz(r-4.5-any)
sense_1.2.0.tar.gz(r-4.7-any)sense_1.2.0.tar.gz(r-4.6-any)
sense_1.2.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
sense/json (API)
| # Install 'sense' in R: |
| install.packages('sense', repos = c('https://pigian.r-universe.dev', 'https://cloud.r-project.org')) |
Pkgdown/docs site:https://mlr3.mlr-org.com
- benchmark - Benchmark data set
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:b78a3ad6e1. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | OK | 146 | ||
| source / vignettes | OK | 264 | ||
| linux-release | OK | 167 | ||
| macos-release | OK | 124 | ||
| macos-oldrel | OK | 80 | ||
| windows-devel | OK | 112 | ||
| windows-release | OK | 129 | ||
| windows-oldrel | OK | 172 | ||
| wasm-release | OK | 115 |
Exports:sense
Dependencies:backportsbbotkcheckmateclicodetoolsdata.tabledigestevaluatefuturefuture.applyglobalslgrlistenvmatrixStatsmiraimlbenchmlr3mlr3learnersmlr3measuresmlr3miscmlr3tuningmoocorenanonextpalmerpenguinsparadoxparallellyPRROCR6rbibutilsRdpackrlanguuid
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| benchmark data set | benchmark |
| Plot the sense preprocessing and stacking architecture | plot.sense_pipeline |
| sense | sense-package sense |