Package: interpretR 0.2.5
interpretR: Binary Classifier and Regression Model Interpretation Functions
Compute permutation- based performance measures and create partial dependence plots for (cross-validated) 'randomForest' and 'ada' models.
Authors:
interpretR_0.2.5.tar.gz
interpretR_0.2.5.zip(r-4.7)interpretR_0.2.5.zip(r-4.6)interpretR_0.2.5.zip(r-4.5)
interpretR_0.2.5.tgz(r-4.6-any)interpretR_0.2.5.tgz(r-4.5-any)
interpretR_0.2.5.tar.gz(r-4.7-any)interpretR_0.2.5.tar.gz(r-4.6-any)
interpretR_0.2.5.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
interpretR/json (API)
| # Install 'interpretR' in R: |
| install.packages('interpretR', repos = c('https://ballings.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:77b723f34d. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 105 | ||
| source / vignettes | OK | 142 | ||
| linux-release-x86_64 | OK | 101 | ||
| macos-release-arm64 | OK | 92 | ||
| macos-oldrel-arm64 | OK | 104 | ||
| windows-devel | OK | 67 | ||
| windows-release | OK | 62 | ||
| windows-oldrel | OK | 69 | ||
| wasm-release | OK | 90 |
Exports:interpretRNewsparDepPlotvariableImportance
Dependencies:AUCrandomForest
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Partial Dependence Plots and Permutation-Based Performance Measures | interpretR-package interpretR |
| Display the NEWS file | interpretRNews |
| Model interpretation functions: Partial Dependence Plots | parDepPlot |
| Permutation- based Variable Importance Measures | variableImportance |
