Research Article
Teaching Quality Evaluation Model of a Flipped Classroom in Colleges and Universities Based on Support Vector Machine
Table 7
Comparison of accuracy and time consumption.
| Method | Paper method | Reference [6] method | Reference [7] method | Training times | Correct rate | Duration | Correct rate | Duration | Correct rate | Duration |
| 50 | 99.99% | 18 s | 98.12% | 21 s | 97.32% | 23 s | 100 | 99.90% | 20 s | 97.35% | 28 s | 96.92% | 25 s | 150 | 99.85% | 21 s | 95.94% | 29 s | 96.52% | 26 s | 200 | 99.82% | 24 s | 95.19% | 30 s | 95.86% | 28 s | 250 | 99.81% | 27 s | 94.20% | 36 s | 94.90% | 30s | 300 | 99.79% | 29 s | 93.50% | 37 s | 94.06% | 31 s | 350 | 99.76% | 30 s | 91.08% | 39 s | 93.07% | 34 s | 400 | 99.75% | 32 s | 89.90% | 40 s | 92.12% | 35 s | 450 | 99.71% | 35 s | 87.21% | 41 s | 89.20% | 39 s | 500 | 99.70% | 39 s | 87.50% | 43 s | 86.31% | 40 s |
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