mob

Monotonic Optimal Binning

CRAN Package

Generate the monotonic binning and perform the woe (weight of evidence) transformation for the logistic regression used in the consumer credit scorecard development. The woe transformation is a piecewise transformation that is linear to the log odds. For a numeric variable, all of its monotonic functional transformations will converge to the same woe transformation.


Team


Insights

Last 30 days

This package has been downloaded 204 times in the last 30 days. More than a random curiosity, but not quite a blockbuster. Still, it's gaining traction! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 9 times.

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

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 2,893 times in the last 365 days. Consider this 'mid-tier influencer' status—if it were a TikTok, it would get a nod from nieces and nephews. The day with the most downloads was Sep 11, 2024 with 37 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

  • Imports2 packages