Package: ceterisParibus 0.6
Przemyslaw Biecek
ceterisParibus: Ceteris Paribus Profiles
Ceteris Paribus Profiles (What-If Plots) are designed to present model responses around selected points in a feature space. For example around a single prediction for an interesting observation. Plots are designed to work in a model-agnostic fashion, they are working for any predictive Machine Learning model and allow for model comparisons. Ceteris Paribus Plots supplement the Break Down Plots from 'breakDown' package.
Authors:
ceterisParibus_0.6.tar.gz
ceterisParibus_0.6.tar.gz(r-4.5-noble)ceterisParibus_0.6.tar.gz(r-4.4-noble)
ceterisParibus_0.6.tgz(r-4.4-emscripten)ceterisParibus_0.6.tgz(r-4.3-emscripten)
ceterisParibus.pdf |ceterisParibus.html✨
ceterisParibus/json (API)
NEWS
| # Install 'ceterisParibus' in R: |
| install.packages('ceterisParibus', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/pbiecek/ceterisparibus/issues
Last updated 4 days agofrom:6280af6acf. Checks:OK: 2. Indexed: no.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 24 2024 |
| R-4.5-linux | OK | Nov 24 2024 |
Exports:calculate_oscillationscalculate_profilescalculate_profiles_lcecalculate_variable_splitsceteris_paribusceteris_paribus_layerlocal_conditional_expectationslocal_fitselect_neighboursselect_samplewhat_ifwhat_if_2d
Dependencies:clicolorspaceDALEXfansifarverggplot2gluegowergridExtragtableiBreakDowningredientsisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigR6RColorBrewerrlangscalestibbleutf8vctrsviridisLitewithr
