Stacked ensemble for regression tasks based on 'mlr3' framework with a pipeline for preprocessing numeric and factor features and hyper-parameter tuning using grid or random search.
| Version: | 1.1.0 |
| Depends: | R (≥ 4.1) |
| Imports: | mlr3 (≥ 0.12.0),mlr3learners (≥ 0.5.0),mlr3filters (≥0.4.2),mlr3pipelines (≥ 0.3.5-1),mlr3viz (≥ 0.5.5),paradox (≥ 1.0.0),mlr3tuning (≥ 0.8.0),bbotk (≥ 0.3.2),tictoc (≥1.0.1),forcats (≥ 0.5.1),readr (≥ 2.0.1),lubridate (≥1.7.10),purrr (≥ 0.3.4),Metrics (≥ 0.1.4),data.table (≥1.14.0),visNetwork (≥ 2.0.9) |
| Suggests: | xgboost (≥ 1.4.1.1),rpart (≥ 4.1-15),ranger (≥ 0.13.1),kknn (≥ 1.3.1),glmnet (≥ 4.1-2),e1071 (≥ 1.7-8),mlr3misc (≥ 0.9.3),FSelectorRcpp (≥ 0.3.8),care (≥ 1.1.10),praznik (≥ 8.0.0),lme4 (≥ 1.1-27.1),nloptr (≥ 1.2.2.2) |
| Published: | 2024-06-19 |
| DOI: | 10.32614/CRAN.package.sense |
| Author: | Giancarlo Vercellino |
| Maintainer: | Giancarlo Vercellino <giancarlo.vercellino at gmail.com> |
| License: | GPL-3 |
| URL: | https://mlr3.mlr-org.com/ |
| NeedsCompilation: | no |
| Materials: | NEWS |
| CRAN checks: | sense results |