Table 1 Performance of the classifier (recognition ratio) with re-training of the classification algorithm
Task(s) identified | rr | M1 channel # | M2 channel # | U channel # | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Â | (%) | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 |
rest vs little | 93 | -- | -- | -- | -- | X | -- | -- | -- | X | X | -- | X |
rest vs palmar | 95 | X | -- | -- | -- | -- | X | -- | -- | X | -- | -- | -- |
rest vs pinch | 100 | -- | X | -- | X | X | -- | -- | X | -- | X | -- | -- |
rest vs little vs palmar | 92 | -- | X | -- | -- | X | -- | X | -- | -- | X | -- | X |
rest vs little vs pinch | 90 | -- | X | -- | X | -- | X | -- | X | -- | -- | X | -- |
rest vs pinch vs palmar | 87 | -- | -- | X | -- | X | -- | -- | -- | -- | -- | -- | X |
rest vs little vs pinch vs palmar | 85 | -- | X | -- | -- | X | -- | X | -- | X | X | -- | -- |
rest vs activity | 87 | -- | -- | -- | X | X | X | X | X | -- | X | X | X |
little vs pinch vs palmar | Â | -- | X | X | -- | -- | -- | -- | X | -- | X | -- | X |