Research Article
Machine Learning-Based Aerobic Exercise Recognition and Its Effect on Health Status of College Students
Table 1
Comparison of recognition rate of different algorithms.
| Motion state | CNN | RNN | DNN | Training result | Test result (%) | Training result | Test result (%) | Training result | Test result (%) |
| Recognition rate | 96.67% | 92.98 | 65.11% | 52.22 | 90.65% | 40.21 | t | 1.221 | 2.511 | 3.812 | | 0.191 | 0.041 | 0.001 |
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