Package: ICEbox 1.1.5
Adam Kapelner
ICEbox: Individual Conditional Expectation Plot Toolbox
Implements Individual Conditional Expectation (ICE) plots, a tool for visualizing the model estimated by any supervised learning algorithm. ICE plots refine Friedman's partial dependence plot by graphing the functional relationship between the predicted response and a covariate of interest for individual observations. Specifically, ICE plots highlight the variation in the fitted values across the range of a covariate of interest, suggesting where and to what extent they may exist.
Authors:
ICEbox_1.1.5.tar.gz
ICEbox_1.1.5.tar.gz(r-4.5-noble)ICEbox_1.1.5.tar.gz(r-4.4-noble)
ICEbox_1.1.5.tgz(r-4.4-emscripten)ICEbox_1.1.5.tgz(r-4.3-emscripten)
ICEbox.pdf |ICEbox.html✨
ICEbox/json (API)
| # Install 'ICEbox' in R: |
| install.packages('ICEbox', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
- WhiteWine - Data concerning white wine.
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 2 years agofrom:75a2bd1b00. Checks:OK: 2. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Sep 03 2024 |
| R-4.5-linux | OK | Sep 03 2024 |
Exports:clusterICEdiceice
Dependencies:sfsmisc
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Clustering of ICE and d-ICE curves by kmeans. | clusterICE |
| Creates an object of class 'dice'. | dice |
| Creates an object of class 'ice'. | ice |
| Create a plot of a 'dice' object. | plot.dice |
| Plotting of 'ice' objects. | plot.ice |
| Print method for 'dice' objects. | print.dice |
| Print method for 'ice' objects. | print.ice |
| Summary function for 'dice' objects. | summary.dice |
| Summary function for 'ice' objects. | summary.ice |
| Data concerning white wine. | WhiteWine |