Table 1 Classification distribution of the sample in training and test sample dataset
From: Gesture recognition method based on a single-channel sEMG envelope signal
Classification (gesture’s type) | Training set | Testing set | Total |
|---|---|---|---|
The first gesture | 30 | 30 | 60 |
The second gesture | 30 | 30 | 60 |
The third gesture | 30 | 30 | 60 |
The fourth gesture | 30 | 30 | 60 |
The fifth gesture | 30 | 30 | 60 |
Total | 150 | 150 | 300 |