qCBA v1.0 (Release date: 2024-08-26) * Updates for CRAN release (disable long running examples) * Minor bug fixes (supress incorrect warning in benchmarkQCBA()) qCBA v0.7 (Release date: 2024-07-31) * Updated SBRL example to match new SBRL version 1.4 qCBA v0.6.1 (Release date: 2023-08-18) Changes * Bug fix: predict.qCBARuleModel when outputConfidenceScores=TRUE qCBA v0.6 (Release date: 2023-08-16) ============== Changes * Added new function benchmarkQCBA that bulk learns, QCBA postprocesses and evaluates rule models generated by arulesCBA (CBA, CMAR, CPAR, PRM and FOIL2) * Java-based QCBA implementation updated (added support for outputting rule length) * Java backend built with Open JDK 17. * Incorporates changes in coercions required by Matrix package (since 1.5-0) * Updated documentation, added reference to the newly published article describing QCBA qCBA v0.5.3 (Release date: 2023-07-07) ============== Changes * Added citation to the newly published article on QCBA qCBA v0.5.2.1 (Release date: 2022-08-01) ============== Changes * Added support for converting new types of arulesCBA models (e.g., CPAR, FOIL) to qCBA datastructures qCBA v0.5.1 (Release date: 2020-11-09) ============== Changes * Explainability enhancements: Predict function now supports outputing identifiers of rules used for classification and estimates of confidence scores (preview feature, not yet thoroughly tested). * Sync with changes in arulesCBA version 1.2.0 with respect to the output of default rule * Improved confidence estimation on the output of the prune function: In addition to standard measured computed by the arules library, new slots are available for each rule -- orderedConf and orderedSupp. Order-sensitive confidence is computed only from instances reaching the given rule as a/(a+b), where a is the number of instances matching both the antecedent (available as slot orderedSupp) and consequent and b is the number of instances matching the antecedent, but not matching the consequent of the given rule. qCBA v0.4 (Release date: 2019-08-26) ============== Changes * Added support for sbrl models * Fixed support of rCBA and arulesCBA models * Fixed possible endless loop error in removal of redundant attributes qCBA v0.3.1 (Release date: 2017-12-26) ============== Changes * Added examples to arulesCBAModel2CustomCBAModel and rcbaModel2CustomCBAModel functions