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catSplit: Encode Categorical Variables with Split Information from CART
Use primary and surrogate split information from CART (Classification and Regression Trees - Breiman L (1984)) as the vector representation for a categorical variable. Outputs binary columns for each categorical variable making use of target information.
Getting started
Browse package contents
Package details |
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| Author | Mine Gazioglu [aut, cre], Mustafa Baydogan [ctb] |
| Maintainer | Mine Gazioglu <mine.gazioglu40@gmail.com> |
| License | MIT + file LICENSE |
| Version | 0.1.0 |
| Package repository | View on CRAN |
| Installation |
Install the latest version of this package by entering the following in R:
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