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