Subject Classification Accuracy (%)
Left Arm movement Right Arm movement Sit Stand movement Waist Twist movement
Subject  1 89.02 98.52 90.95 91.97
Subject  2 88.37 90.55 77.55 99.20
Subject  3 83.97 84.82 89.00 95.27
Subject  4 82.35 96.95 89.57 75.00
Subject  5 93.32 82.27 97.05 85.85
Overall Accuracy 89.07 %
Table 2: Adaptive filtering approach-based Classification performance.