Instrumented Wafer (Thermocouples, Bonded Wafer or RTDs) finds application in semiconductor processing equipment where knowing and controlling the temperature at the surface of a wafer is critical.So Cost is getting high when we pull off each wafer for checking whether it is in working condition or not.So solving this problem using sensory data and implements machine learning over it to predict whether wafer sensor is in working condition or not.