randomMachines

An Ensemble Modeling using Random Machines

CRAN Package

A novel ensemble method employing Support Vector Machines (SVMs) as base learners. This powerful ensemble model is designed for both classification (Ara A., et. al, 2021) & regression (Ara A., et. al, 2021) problems, offering versatility and robust performance across different datasets and compared with other consolidated methods as Random Forests (Maia M, et. al, 2021).


Documentation


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 4 times.

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

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 2,232 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 25 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


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Dependencies

  • Imports1 package