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rCBA

swMATH ID: 35205
Software Authors: Jaroslav Kuchar, Tomas Kliegr
Description: R package rCBA: CBA Classifier. Provides implementations of a classifier based on the ”Classification Based on Associations” (CBA). It can be used for building classification models from association rules. Rules are pruned in the order of precedence given by the sort criteria and a default rule is added. The final classifier labels provided instances. CBA was originally proposed by Liu, B. Hsu, W. and Ma, Y. Integrating Classification and Association Rule Mining. Proceedings KDD-98, New York, 27-31 August. AAAI. pp80-86 (1998, ISBN:1-57735-070-7).
Homepage: https://cran.r-project.org/web/packages/rCBA/index.html
Source Code: https://github.com/cran/rCBA
Dependencies: R
Related Software: ELI5; forestmodel; EIX; reticulate; H2O; breakDown; shapr; fairml; kknn; ExplainPrediction; deepdep; arenar; triplot; Scikit; lime; PyTorch; randomForestExplainer; InterpretML; corrgrapher; flashlight; mcr
Cited in: 0 Publications