This article describes an action rule induction algorithm based on a sequential covering approach. Two variants of the algorithm are presented. The algorithm allows the action rule induction from a source and a target decision class point of view. The application of rule quality measures enables the induction of action rules that meet various quality criteria. The article also presents a method for recommendation induction. The recommendations indicate the actions to be taken to move a given test example, representing the source class, to the target one. The recommendation method is based on a set of induced action rules. The experimental part of the article presents the results of the algorithm operation on sixteen data sets. As a result of the conducted research the Ac-Rules package was made available.

翻译：本条介绍了基于连续覆盖法的行动规则诱导算法。介绍了两种算法变式。算法允许从源和目标决定类别的角度进行行动规则诱导。应用规则质量措施使行动规则引导符合各种质量标准。该条还介绍了建议引导方法。建议指出了为将代表源类别的特定试验示例移到目标示例而需采取的行动。建议方法基于一套诱导行动规则。文章实验部分介绍了16套数据集的算法操作结果。通过开展研究,提供了Ac-Rules软件包。