Research Article
Cross-Individual Gesture Recognition Based on Long Short-Term Memory Networks
Table 2
Comparison table of four datasets of each model.
| | Group | Model | Average accuracy (%) |
| | ABC_D | CI-LSTM | 76.46 | | CNN-LSTM | 72.32 | | LSTM | 68.63 | | SVM | 43.75 |
| | ABD_C | CI-LSTM | 63.09 | | CNN-LSTM | 58.09 | | LSTM | 59.04 | | SVM | 55.00 |
| | ACD_B | CI-LSTM | 65.75 | | CNN-LSTM | 65.63 | | LSTM | 64.18 | | SVM | 61.88 |
| | BCD_A | CI-LSTM | 77.00 | | CNN-LSTM | 70.13 | | LSTM | 67.87 | | SVM | 50.63 |
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