Table 1 Class distribution of the sample in training and test set data
From: Real-time intelligent pattern recognition algorithm for surface EMG signals
Class (Motion's type) | Training set | Test set | Total |
|---|---|---|---|
1-Opening | 50 | 50 | 100 |
2-Closing | 50 | 50 | 100 |
3-Wrist flexion | 50 | 50 | 100 |
4-Wrist extension | 50 | 50 | 100 |
5-Pinch | 50 | 50 | 100 |
6-Thumb flexion | 50 | 50 | 100 |
Total | 300 | 300 | 600 |