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:
Downloads:
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