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 |
Documentation:
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