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Information: Data Exploration with Information Theory (Weight-of-Evidence and Information Value)
Performs exploratory data analysis and variable screening for binary classification models using weight-of-evidence (WOE) and information value (IV). In order to make the package as efficient as possible, aggregations are done in data.table and creation of WOE vectors can be distributed across multiple cores. The package also supports exploration for uplift models (NWOE and NIV).
Getting started
Browse package contents
Package details |
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| Author | Larsen Kim [aut, cre] |
| Maintainer | Larsen Kim <kblarsen4@gmail.com> |
| License | GPL (>= 3) |
| Version | 0.0.9 |
| Package repository | View on CRAN |
| Installation |
Install the latest version of this package by entering the following in R:
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