Eases data preprocessing tasks, providing a data flow based on a pipe operator which eases cleansing, transformation, oversampling, or instance/feature selection operations.
| Version: | 1.0.3 |
| Depends: | R (≥ 3.5.0), mice (≥ 2.46.0) |
| Imports: | functional, checkmate, magrittr, infotheo, MVN, adaptiveGPCA, discretization, outliers, NoiseFiltersR, Boruta, FSelector, lle, unbalanced, RoughSets, class, clusterSim, Amelia, imbalance, DMwR, missForest, missMDA, denoiseR, VIM |
| Suggests: | testthat, mlbench, rpart, knitr, rmarkdown |
| Published: | 2019-12-18 |
| Author: | Ignacio Cordón [aut, cre], Francisco Charte [aut], Julián Luengo [aut], Salvador García [aut], Francisco Herrera [aut] |
| Maintainer: | Ignacio Cordón <nacho.cordon.castillo at gmail.com> |
| BugReports: | http://github.com/ncordon/smartdata/issues |
| License: | GPL-2 | GPL-3 | file LICENSE [expanded from: GPL (≥ 2) | file LICENSE] |
| URL: | http://github.com/ncordon/smartdata |
| NeedsCompilation: | no |
| Citation: | smartdata citation info |
| Materials: | README NEWS |
| CRAN checks: | smartdata results |
| Reference manual: | smartdata.pdf |
| Vignettes: |
Using smartdata Contributing to smartdata |
| Package source: | smartdata_1.0.3.tar.gz |
| Windows binaries: | r-devel: smartdata_1.0.3.zip, r-release: smartdata_1.0.3.zip, r-oldrel: smartdata_1.0.3.zip |
| macOS binaries: | r-release: smartdata_1.0.3.tgz, r-oldrel: smartdata_1.0.3.tgz |
| Old sources: | smartdata archive |
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