isoboost

Isotonic Boosting Classification Rules

CRAN Package

In classification problems a monotone relation between some predictors and the classes may be assumed. In this package 'isoboost' we propose new boosting algorithms, based on LogitBoost, that incorporate this isotonicity information, yielding more accurate and easily interpretable rules.


Team


Insights

Last 30 days

This package has been downloaded 166 times in the last 30 days. Now we're getting somewhere! Enough downloads to populate a lively group chat. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 9 times.

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

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 2,116 times in the last 365 days. Now we’re talking! This work is officially 'heard of in academic circles', just like those wild research papers on synthetic bananas. The day with the most downloads was Sep 11, 2024 with 33 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

  • Imports3 packages