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-4.5)interpretR_0.2.5.zip(r-4.4)interpretR_0.2.5.zip(r-4.3)
interpretR_0.2.5.tgz(r-4.4-any)interpretR_0.2.5.tgz(r-4.3-any)
interpretR_0.2.5.tar.gz(r-4.5-noble)interpretR_0.2.5.tar.gz(r-4.4-noble)
interpretR_0.2.5.tgz(r-4.4-emscripten)interpretR_0.2.5.tgz(r-4.3-emscripten)
interpretR.pdf |interpretR.html✨
interpretR/json (API)
NEWS
# 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 1 years agofrom:77b723f34d. Checks:OK: 7. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 13 2024 |
R-4.5-win | OK | Nov 13 2024 |
R-4.5-linux | OK | Nov 13 2024 |
R-4.4-win | OK | Nov 13 2024 |
R-4.4-mac | OK | Nov 13 2024 |
R-4.3-win | OK | Nov 13 2024 |
R-4.3-mac | OK | Nov 13 2024 |
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 |