Recently, the machine-learning methods have received intense attention of researchers in prediction studies. In this study, four machine-learning techniques the GPR-Exponential, GPR-Matern5/2, SVM and RT are proposed for F-T prediction. The 44 different aggregate samples were collected from the Cukurova Region of Turkey.Web