Ensemble approaches for Test Case Prioritization in UI testing
Tri Cao, Tuan Vu, Huyen Le, Vu Nguyen · Proceedings/Proceedings of the ... International Conference on Software Engineering and Knowledge Engineering · 2022
Test case prioritization, which focuses on ranking test cases, is an important activity in software engineering given a large number of test cases to be executed within a short period of time.Recent approaches use test execution history and test coverage as the key information for ranking prediction while reinforcement learning has the potential for improving the accuracy of prioritization.Still, each approach has its own advantages and limitations.This paper proposes a ensemble method to take advantages of several existing models by combining different them into a single one.We evaluate our ensemble models on the data sets, including sixteen projects.The results show that one of our proposed models outperforms all single models on 12 over 16 data sets.