Followed by data stream mining, machine learning for activity recognition is done to the fly. This solution is exclusive and ideal for these kinds of Severe connectivity scenarios where precise feature collection isn't essential, as well as relative worth of every feature Amongst the sensor data variations over time. This stochastic approximation m