SFP has been studied since the 1970’s where imply simple equations with variables taken from source code, waswere used as prediction techniques (Fenton and Neil, 1999). After that the concentration for prediction techniques has shifted towards statistical analysis and machine learning that prove it be the most successful approach ( Catal and Diri, 2009).