. Author manuscript; available in PMC: 2010 Sep 24.

Published in final edited form as: IEEE Trans Neural Syst Rehabil Eng. 2009 Dec;17(6):585–594. doi: 10.1109/TNSRE.2009.2036615

TABLE III.

Individual Task Performance for the Best 4-ACC and 4-Hybrid Sensor Combination Is Compared. Sensitivity and Specificity Results Are for Misclassification Rates ≤ 10%. Analysis Included Postprocessing Using an Adaptive Neuro-Fuzzy Inference System

Task	4 - ACC		4 - Hybrid

	Sensitivity (%)	Specificity (%)	Sensitivity (%)	Specificity (%)
Food-Cutting	91.6	100.0	96.8	100.0
Food-Lifting	97.3	100.0	98.8	100.0
Tooth-Brushing	70.3	99.2	89.9	99.1
Hair-Combing	85.3	99.0	94.6	99.0
Shirt-Buttoning	85.0	99.3	95.4	99.3
Pant-Lifting	84.8	99.6	94.7	99.5
Sit-to-Stand	85.3	100.0	95.8	100.0
Sitting	69.0	100.0	92.5	100.0
Bowel Movement	85.5	100.0	96.5	100.0
Supine-to-Sit	93.3	5100.0	97.0	100.0
Walking	92.8	99.1	92.5	100.0

Mean (%)	85.5	99.7	95.0	99.7