gbts

Hyperparameter Search for Gradient Boosted Trees

CRAN Package

An implementation of hyperparameter optimization for Gradient Boosted Trees on binary classification and regression problems. The current version provides two optimization methods: Bayesian optimization and random search. Instead of giving the single best model, the final output is an ensemble of Gradient Boosted Trees constructed via the method of ensemble selection.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 416 times in the last 30 days. Enough downloads to make a small wave in the niche community. The curiosity is spreading! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 6 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
45 downloadsMar 4, 2025
13 downloadsMar 5, 2025
4 downloadsMar 6, 2025
5 downloadsMar 7, 2025
36 downloadsMar 8, 2025
2 downloadsMar 9, 2025
1 downloadsMar 10, 2025
8 downloadsMar 11, 2025
5 downloadsMar 12, 2025
38 downloadsMar 13, 2025
2 downloadsMar 14, 2025
10 downloadsMar 15, 2025
1 downloadsMar 16, 2025
16 downloadsMar 17, 2025
28 downloadsMar 18, 2025
6 downloadsMar 19, 2025
14 downloadsMar 20, 2025
8 downloadsMar 21, 2025
4 downloadsMar 22, 2025
6 downloadsMar 23, 2025
46 downloadsMar 24, 2025
8 downloadsMar 25, 2025
3 downloadsMar 26, 2025
3 downloadsMar 27, 2025
45 downloadsMar 28, 2025
7 downloadsMar 29, 2025
5 downloadsMar 30, 2025
1 downloadsMar 31, 2025
40 downloadsApr 1, 2025
6 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
1
46

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 5,870 times in the last 365 days. That's a lot of interest! Someone might even write a blog post about it. The day with the most downloads was Sep 11, 2024 with 58 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

  • Imports5 packages
  • Suggests1 package