The goal of Human Activity Recognition (HAR) predict the action performed by the user with respect to the environment like, walking, running, sitting, sleeping etc.The Sussex Huawei Locomotion Challenge provides an data set to detect activity performed by humans with the help of the mobile sensors providing the information like acceleration, gravity, linear acceleration, pressure, gyroscope, magnetic field, etc.