Mr. N. Kiran Kumar,Ms. Shaik. Shalima, Ms. Routhu. Vanitha, Ms.Sarekokku.Kshema Bai, Mr.Perikala.Cristhu Raja. Predictive Modelling of Software Behavior Using Machine Learning. Int. J. Data. Sci. IoT. Manag. Syst. 2026;5(2(2):48-55. doi:10.64751/