mlrintermbo: Model-Based Optimization for 'mlr3' Through 'mlrMBO'
The 'mlrMBO' package can ordinarily not be used for optimization within 'mlr3', because of incompatibilities of their respective class systems. 'mlrintermbo' offers a compatibility interface that provides 'mlrMBO' as an 'mlr3tuning' 'Tuner' object, for tuning of machine learning algorithms within 'mlr3', as well as a 'bbotk' 'Optimizer' object for optimization of general objective functions using the 'bbotk' black box optimization framework. The control parameters of 'mlrMBO' are faithfully reproduced as a 'paradox' 'ParamSet'.
| Version: | 0.5.1-1 |
| Imports: | backports,checkmate,data.table,mlr3misc (≥ 0.1.4),paradox,R6,lhs,callr,bbotk,mlr3tuning |
| Suggests: | mlr,ParamHelpers,testthat,rgenoud,DiceKriging,emoa,cmaesr,randomForest,smoof,lgr,mlr3,mlr3learners,mlr3pipelines,mlrMBO,ranger,rpart,mco |
| Published: | 2024-06-07 |
| DOI: | 10.32614/CRAN.package.mlrintermbo |
| Author: | Martin Binder [aut, cre] |
| Maintainer: | Martin Binder <developer.mb706 at doublecaret.com> |
| BugReports: | https://github.com/mb706/mlrintermbo/issues |
| License: | LGPL-3 |
| URL: | https://github.com/mb706/mlrintermbo |
| NeedsCompilation: | no |
| Materials: | README,NEWS |
| CRAN checks: | mlrintermbo results |
Documentation:
Downloads:
Linking:
Please use the canonical formhttps://CRAN.R-project.org/package=mlrintermboto link to this page.