Research Article
Real-Time Collection Method of Athletes’ Abnormal Training Data Based on Machine Learning
Table 4
Comparison of time cost of different methods.
| Number of samples (N) | Method of this paper (ms) | BP neural network method (ms) | Support vector machine method (ms) |
| 1000 | 32 | 105 | 135 | 2000 | 56 | 124 | 182 | 3000 | 72 | 135 | 234 | 4000 | 82 | 164 | 294 | 5000 | 91 | 185 | 335 | 6000 | 105 | 205 | 394 | 7000 | 111 | 234 | 435 | 8000 | 135 | 268 | 497 | 9000 | 159 | 342 | 581 | 10000 | 175 | 394 | 645 | 11000 | 235 | 428 | 785 | 12000 | 268 | 594 | 856 |
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