Research Article
An Intelligent System for Detecting Abnormal Behavior in Students Based on the Human Skeleton and Deep Learning
Table 3
Performance of abnormal behavior recognition.
| Abnormal behavior | TG | TP | TR | RE1 (%) | RE2 (%) | ACC (%) |
| Fall forward | 201 | 192 | 171 | 97.23 | 95.21 | 90.4 | Fall back | 154 | 132 | 131 | 97.57 | 94.67 | 93.3 | Climbing | 123 | 131 | 121 | 97.12 | 96.72 | 94.6 | Probe | 241 | 211 | 195 | 97.51 | 99.12 | 96.2 | Explore the hand | 198 | 192 | 216 | 97.69 | 99.68 | 96.8 | Total | 917 | 858 | 834 | 97.42 | 97.08 | 94.3 |
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