TABLE IV.
Classification Performance On Armband Data
Subject ID | No of seg. | Accuracy (%) | ||||
---|---|---|---|---|---|---|
SVM 79 feat. | SVM 9 feat. | RF 79 feat. | RF 9 feat. | Stat. Method [6] | ||
AF #1 | 50 | 76 | 88 | 86 | 86 | 100 |
AF #2 | 14 | 100 | 92.86 | 64.29 | 100 | 100 |
PAC #1 | 55 | 100 | 100 | 100 | 100 | 85.45 |
PAC #2 | 55 | 100 | 100 | 100 | 100 | 96.36 |
PAC #3 | 10 | 100 | 100 | 100 | 100 | 100 |
PAC #4 | 30 | 100 | 100 | 100 | 100 | 96.67 |
PAC #5 | 50 | 100 | 100 | 100 | 100 | 100 |
Mean | Total=264 | 96.57 | 97.27 | 92.9 | 98 | 96.93 |