The SFP process can be used for detecting faulty constructs, as modules and classes, in the early stage of development life, in addition to use itits being used in several phases of the development process. Therefore, the software team investigates the fault inwill investigate identified faults during all phases of the development life cycle. For that fault predicting in theFault prediction at an early stage is always preferred due to its benefitsbenefits in improving the quality and enhancesenhancing the maintainability, reliability, and efficiencyefficiency of a new system (Nassar, 2016).