Package crate uniform interface for several advanced imputations missing data methods. Every available method can be used as a part of 'mlr3' pipelines whats allow easy tuning and performance evaluation. Most of the used function work separately on train and test sets ( imputation is trained on the training set and impute train data, after that imputation is again trained on test set and impute test data).
| Version: | 0.4.0 |
| Depends: | mlr3, mlr3pipelines, paradox |
| Imports: | mlr3learners, missForest, missMDA, doParallel, testthat, Amelia, VIM, softImpute, missRanger, methods, mice, data.table, foreach, glmnet |
| Suggests: | knitr, rmarkdown |
| Published: | 2020-11-23 |
| Author: | Jan Borowski, Piotr Fic |
| Maintainer: | Jan Borowski <janborowka7 at gmail.com> |
| License: | GPL-2 | GPL-3 [expanded from: GPL] |
| NeedsCompilation: | no |
| CRAN checks: | NADIA results |
| Reference manual: | NADIA.pdf |
| Vignettes: |
NADIA_basic_usage |
| Package source: | NADIA_0.4.0.tar.gz |
| Windows binaries: | r-devel: NADIA_0.4.0.zip, r-release: NADIA_0.4.0.zip, r-oldrel: NADIA_0.4.0.zip |
| macOS binaries: | r-release: NADIA_0.4.0.tgz, r-oldrel: NADIA_0.4.0.tgz |
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