gbm

Generalized Boosted Regression Models

CRAN Package

An implementation of extensions to Freund and Schapire's AdaBoost algorithm and Friedman's gradient boosting machine. Includes regression methods for least squares, absolute loss, t-distribution loss, quantile regression, logistic, multinomial logistic, Poisson, Cox proportional hazards partial likelihood, AdaBoost exponential loss, Huberized hinge loss, and Learning to Rank measures (LambdaMart). Originally developed by Greg Ridgeway. Newer version available at github.com/gbm-developers/gbm3.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 27,842 times in the last 30 days. The downloads are officially high enough to crash an underfunded departmental server. Quite an accomplishment! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 1,111 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
1,124 downloadsMar 4, 2025
1,262 downloadsMar 5, 2025
1,153 downloadsMar 6, 2025
827 downloadsMar 7, 2025
533 downloadsMar 8, 2025
580 downloadsMar 9, 2025
1,101 downloadsMar 10, 2025
1,032 downloadsMar 11, 2025
1,189 downloadsMar 12, 2025
1,054 downloadsMar 13, 2025
946 downloadsMar 14, 2025
650 downloadsMar 15, 2025
532 downloadsMar 16, 2025
949 downloadsMar 17, 2025
1,014 downloadsMar 18, 2025
1,079 downloadsMar 19, 2025
993 downloadsMar 20, 2025
1,027 downloadsMar 21, 2025
540 downloadsMar 22, 2025
594 downloadsMar 23, 2025
1,170 downloadsMar 24, 2025
1,090 downloadsMar 25, 2025
1,015 downloadsMar 26, 2025
1,074 downloadsMar 27, 2025
912 downloadsMar 28, 2025
550 downloadsMar 29, 2025
552 downloadsMar 30, 2025
1,007 downloadsMar 31, 2025
1,182 downloadsApr 1, 2025
1,111 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
532
1,262

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 312,953 times in the last 365 days. This is the kind of download count that makes grant committees nod approvingly. A job well done, even the stoic reviewers might be impressed! The day with the most downloads was Jul 12, 2024 with 1,832 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
  • Suggests8 packages
  • Reverse Depends2 packages
  • Reverse Imports52 packages
  • Reverse Suggests41 packages
  • Reverse Enhances1 package