Table 6.
Results of the new dataset.
| Ground Truth | Predicted Class | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Motoring | Scratching | Lying | Mounting | Feeding | Precision Rate (%) | Top-1 Accuracy (%) | Views Accuracy (%) | ||
| SlowFast | Motoring | 34 | 1 | 6 | 82.93 | 82.93 | 74.12 | ||
| Scratching | 1 | 38 | 1 | 95 | |||||
| Lying | 3 | 3 | 30 | 4 | 2 | 71.43 | |||
| PMB-SCN | Motoring | 39 | 2 | 95.12 | 91.87 | 84.47 | |||
| Scratching | 1 | 36 | 2 | 1 | 90 | ||||
| Lying | 4 | 38 | 90.48 | ||||||
The top-1 accuracy indicated the percentage of the same number of Softmax predictions as the labels in the test set. The views accuracy represented the percentage of the correct prediction in the total views.