Machine learning has become omnipresent with applications in various safety-critical domains such as medical, law, and transportation. In these domains, high-stake decisions provided by machine necessitate researchers to design interpretable models, where the prediction is understandable a human. learning, rule-based classifiers are particularly effective representing decision boundary through ...