Table 2.
F1-score of the proposed dual-stream convolutional neural network self-attention model under 10-fold cross-validation.
Data set | Fold 1 (%) | Fold 2 (%) | Fold 3 (%) | Fold 4 (%) | Fold5 (%) | Fold 6 (%) | Fold 7 (%) | Fold 8 (%) | Fold9 (%) | Fold 10 (%) | Average (%) |
SisFall | 99.15 | 99.43 | 99.43 | 99.44 | 99.72 | 99.15 | 99.43 | 98.86 | 98.58 | 99.15 | 99.03 |
MobiFall | 98.36 | 100 | 98.31 | 98.31 | 100 | 98.36 | 96.67 | 100 | 98.36 | 98.31 | 98.67 |