Research Article
Evaluation and Optimization of College English Teaching Effect Based on Improved Support Vector Machine Algorithm
Table 2
Comparison of evaluation accuracy results.
| Dataset | PSO-LSSVM (%) | BP neural network (%) | Gray target decision (%) |
| 1 | 96.89 | 92.30 | 84.55 | 2 | 95.72 | 88.76 | 83.43 | 3 | 97.90 | 92.12 | 83.08 | 4 | 94.34 | 93.62 | 80.89 | 5 | 96.41 | 87.90 | 79.63 | 6 | 98.02 | 89.54 | 82.60 | 7 | 95.23 | 90.21 | 78.15 | 8 | 96.29 | 92.88 | 83.42 | 9 | 94.37 | 90.49 | 78.94 | 10 | 97.46 | 91.25 | 85.03 |
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