corkscrew: Preprocessor for Data Modeling
Includes binning categorical variables into lesser number of categories based on t-test, converting categorical variables into continuous features using the mean of the response variable for the respective categories, understanding the relationship between the response variable and predictor variables using data transformations.
| Version: | 1.1 |
| Depends: | R (≥ 3.0.1),ggplot2,gplots,RColorBrewer,igraph, stats, grDevices |
| Suggests: | datasets |
| Published: | 2015-10-31 |
| DOI: | 10.32614/CRAN.package.corkscrew |
| Author: | Navin Loganathan [aut], Mohan Manivannan [aut], Santhosh Sasanapuri [aut, cre], LatentView Analytics [ctb] |
| Maintainer: | Santhosh Sasanapuri <santhosh458 at gmail.com> |
| License: | GPL-2 |GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | no |
| CRAN checks: | corkscrew results |
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