Automate web-application testing using machine learning element type classifier

Software testing processes (software) try to test the ability of a software system to match its required attributes and functionality. As software systems become more sophisticated, there is a need for automated software testing methods. Machine learning (MO) methods have proven very useful for this automation process. This article presents a classifier that can find Selenium elements using a semantic label (for example, “ basket”, “ microphone” or “ arrow”) instead of delving into the application hierarchy.