compboost: C++ Implementation of Component-Wise Boosting

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.

Package details

AuthorDaniel Schalk [aut, cre] (<https://orcid.org/0000-0003-0950-1947>), Janek Thomas [aut] (<https://orcid.org/0000-0003-4511-6245>), Bernd Bischl [aut] (<https://orcid.org/0000-0001-6002-6980>)
MaintainerDaniel Schalk <[email protected]>
LicenseMIT + file LICENSE
Version0.1.0
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("compboost")

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compboost documentation built on Oct. 29, 2018, 1:04 a.m.