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Implements the Quantitative Classification-based on Association Rules (QCBA) algorithm (<doi:10.1007/s10489-022-04370-x>). QCBA postprocesses rule classification models making them typically smaller and in some cases more accurate. Supported are 'CBA' implementations from 'rCBA', 'arulesCBA' and 'arc' packages, and 'CPAR', 'CMAR', 'FOIL2' and 'PRM' implementations from 'arulesCBA' package and 'SBRL' implementation from the 'sbrl' package. The result of the post-processing is an ordered CBA-like rule list.
Package details |
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Author | Tomáš Kliegr [aut, cre] |
Maintainer | Tomáš Kliegr <kliegr@gmail.com> |
License | GPL-3 |
Version | 1.0.2 |
URL | https://github.com/kliegr/QCBA |
Package repository | View on CRAN |
Installation |
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