Human activity recognition using data from wearable sensors, and more recently, mobile and smartphone sensors, is a widely researched problem. In this study, we explore the detection of human activities (walk, run, jog, climb stairs up, climb stairs down, stand still) from data acquired using smartphone sensors, accelerometer, gyroscope and magnetometer. We address the task of detecting activit...