... is that the drilling data is always available and obtained from the first encounter with the well. These parameters are easily obtainable from drilling rig sensors such as rate of penetration (ROP), weight on bit (WOB), and torque. Three machine-learning methods were utilized: support vector machine (SVM), functional...