Research Article
[Retracted] Online Education Satisfaction Assessment Based on Machine Learning Model in Wireless Network Environment
Table 2
Algorithm performance comparison.
| | C4.5 | Cost-sensitive decision tree | Random forest | Accuracy | Recall | Accuracy | Recall | Accuracy | Recall |
| 1 | 0.9637 | 0.3118 | 0.8110 | 0.6058 | 0.9011 | 0.7158 | 2 | 0.9642 | 0.3574 | 0.7522 | 0.7623 | 0.8322 | 0.7521 | 3 | 0.9634 | 0.3234 | 0.7942 | 0.7221 | 0.8042 | 0.7408 | 4 | 0.9637 | 0.3834 | 0.7866 | 0.7208 | 0.7966 | 0.7565 | 5 | 0.9642 | 0.3534 | 0.8366 | 0.6765 | 0.8409 | 0.7508 | 6 | 0.9634 | 0.3334 | 0.8166 | 0.7008 | 0.8242 | 0.7367 | 7 | 0.9637 | 0.3634 | 0.7966 | 0.6901 | 0.8342 | 0.7408 | 8 | 0.9642 | 0.3834 | 0.7966 | 0.7208 | 0.8366 | 0.7208 | 9 | 0.9634 | 0.3334 | 0.8266 | 0.6208 | 0.8766 | 0.7308 | 10 | 0.9615 | 0.3234 | 0.8166 | 0.7108 | 0.8205 | 0.7367 | Average value | 0.9635 | 0.3466 | 0.8225 | 0.6931 | 0.8205 | 0.7367 | Standard deviation | 0.000789 | 0.02406 | 0.04314 | 0.04547 | 0.01653 | 0.0134 |
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