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categoryEncodings: Category Variable Encodings
Simple, fast, and automatic encodings for category data using a data.table backend. Most of the methods are an implementation of "Sufficient Representation for Categorical Variables" by Johannemann, Hadad, Athey, Wager (2019) <arXiv:1908.09874>, particularly their mean, sparse principal component analysis, low rank representation, and multinomial logit encodings.
Getting started
Browse package contents
Package details |
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| Author | Juraj Szitas [aut, cre] |
| Maintainer | Juraj Szitas <szitas.juraj13@gmail.com> |
| License | GPL-3 |
| Version | 1.4.3 |
| URL | https://github.com/JSzitas/categoryEncodings |
| Package repository | View on CRAN |
| Installation |
Install the latest version of this package by entering the following in R:
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