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.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
1.2 |
rolling linux/jammy R-4.5 | ICEbox_1.2.tar.gz |
249.1 KiB |
1.2 |
rolling linux/noble R-4.5 | ICEbox_1.2.tar.gz |
250.6 KiB |
1.2 |
rolling source/ R- | ICEbox_1.2.tar.gz |
121.0 KiB |
1.2 |
latest linux/jammy R-4.5 | ICEbox_1.2.tar.gz |
249.1 KiB |
1.2 |
latest linux/noble R-4.5 | ICEbox_1.2.tar.gz |
250.6 KiB |
1.2 |
latest source/ R- | ICEbox_1.2.tar.gz |
121.0 KiB |
1.2 |
2026-04-26 source/ R- | ICEbox_1.2.tar.gz |
121.0 KiB |
1.2 |
2026-04-23 source/ R- | ICEbox_1.2.tar.gz |
121.0 KiB |
1.2 |
2026-04-09 windows/windows R-4.5 | ICEbox_1.2.zip |
659.4 KiB |
1.1.5 |
2025-04-20 source/ R- | ICEbox_1.1.5.tar.gz |
98.3 KiB |