ICEbox

Individual Conditional Expectation Plot Toolbox

CRAN Package

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.


Documentation


Team


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.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 2, 2025
36 downloadsMar 3, 2025
33 downloadsMar 4, 2025
47 downloadsMar 5, 2025
33 downloadsMar 6, 2025
17 downloadsMar 7, 2025
18 downloadsMar 8, 2025
14 downloadsMar 9, 2025
16 downloadsMar 10, 2025
24 downloadsMar 11, 2025
31 downloadsMar 12, 2025
40 downloadsMar 13, 2025
21 downloadsMar 14, 2025
28 downloadsMar 15, 2025
13 downloadsMar 16, 2025
20 downloadsMar 17, 2025
38 downloadsMar 18, 2025
43 downloadsMar 19, 2025
25 downloadsMar 20, 2025
41 downloadsMar 21, 2025
13 downloadsMar 22, 2025
13 downloadsMar 23, 2025
41 downloadsMar 24, 2025
17 downloadsMar 25, 2025
18 downloadsMar 26, 2025
21 downloadsMar 27, 2025
41 downloadsMar 28, 2025
14 downloadsMar 29, 2025
15 downloadsMar 30, 2025
16 downloadsMar 31, 2025
22 downloadsApr 1, 2025
0 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
13
47

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