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.
- Version1.1.5
- R versionunknown
- LicenseGPL-2
- LicenseGPL-3
- Needs compilation?No
- ICEbox citation info
- Last release08/22/2022
Documentation
Team
Adam Kapelner
Alex Goldstein
Justin Bleich
Insights
Last 30 days
This package has been downloaded 769 times in the last 30 days. This could be a paper that people cite without reading. Reaching the medium popularity echelon is no small feat! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 22 times.
The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.
Last 365 days
This package has been downloaded 10,258 times in the last 365 days. The downloads are officially high enough to crash an underfunded departmental server. Quite an accomplishment! The day with the most downloads was Jul 25, 2024 with 93 downloads.
The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.
Data provided by CRAN
Binaries
Dependencies
- Depends1 package
- Suggests2 packages
- Reverse Suggests1 package