Research Article
Advertisement Click-Through Rate Prediction Based on the Weighted-ELM and Adaboost Algorithm
Table 6
The Comparison of the AUC value of the three algorithms.
| Proportion | ELM | Weighted-ELM | WElM-Adaboost |
| 1 : 5 | 0.951 | 0.882 | 0.962 | 1 : 10 | 0.838 | 0.831 | 0.919 | 1 : 20 | 0.840 | 0.870 | 0.932 | 1 : 50 | 0.839 | 0.840 | 0.919 | 1 : 100 | 0.682 | 0.583 | 0.838 | 1 : 150 | 0.508 | 0.614 | 0.789 | 3 : 1000 | 0.503 | 0.569 | 0.679 |
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