• Mobile phones or smartphones are rapidly becoming the central computer and communication device in people’s lives. • Mobile smartphones along with embedded sensors have become an efficient enabler for various mobile applications including opportunistic sensing. • For better analysis of sensor data we need a classification algorithm to predict the sensor accuracy.