Research Article
Instructor Activity Recognition through Deep Spatiotemporal Features and Feedforward Extreme Learning Machines
Table 4
Performance comparison between backpropagation CNN model and feedforward proposed technique.
| Deep spatiotemporal features | Validation Scheme | BP-CNN Accuracy % | Proposed technique Accuracy % |
| x17 | Splits | 78.13 | 81.43 | LOAO | 66.19 | 67.975 | LOSO | 57.57 | 82.19 |
| x 39 | Splits | 62.50 | 70.20 | LOAO | 53.37 | 55.74 | LOSO | 68.46 | 77.76 |
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