C++ implementation of component-wise boosting implementation of component-wise boosting written in C++ to obtain high runtime performance and full memory control. The main idea is to provide a modular class system which can be extended without editing the source code. Therefore, it is possible to use R functions as well as C++ functions for custom base-learners, losses, logging mechanisms or stopping criteria.
| Version: | 0.1.0 |
| Imports: | Rcpp (≥ 0.11.2), methods, glue, R6, checkmate |
| LinkingTo: | Rcpp, RcppArmadillo |
| Suggests: | RcppArmadillo (≥ 0.9.100.5.0), ggplot2, testthat, rpart, mboost, knitr, rmarkdown, titanic, mlr, gridExtra |
| Published: | 2018-10-28 |
| Author: | Daniel Schalk |
| Maintainer: | Daniel Schalk <daniel.schalk at stat.uni-muenchen.de> |
| License: | MIT + file LICENSE |
| NeedsCompilation: | yes |
| Citation: | compboost citation info |
| Materials: | NEWS |
| CRAN checks: | compboost results |
| Reference manual: | compboost.pdf |
| Vignettes: |
compboost: Fast and Flexible Component-Wise Boosting Framework extending compboost |
| Package source: | compboost_0.1.0.tar.gz |
| Windows binaries: | r-devel: compboost_0.1.0.zip, r-release: compboost_0.1.0.zip, r-oldrel: compboost_0.1.0.zip |
| macOS binaries: | r-release: compboost_0.1.0.tgz, r-oldrel: compboost_0.1.0.tgz |
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