classification performance. This result is not surprising because the past work in [14] performed recognition of the distance of the body from PIR sensors with k-nearest neighbor algorithm, and shows a good recognition accuracy.We can also know that support vector machine is the second most accurate algorithm, and the other algorithms show almost or over 90% recognition accuracy except decision table.