Research Article
[Retracted] Advertising Click-Through Rate Prediction Based on CNN-LSTM Neural Network
Table 1
Performance comparison of different models.
| Model | RMSE | Training time | Number of parameters | Training sample | Test sample |
| Standard LSTM | 0.0600 | 0.0793 | 98.67 | 384 | Variant I | 0.0600 | 0.0741 | 73.91 | 288 | Variant II | 0.0600 | 0.0733 | 72.68 | 192 | Variant III | 0.0600 | 0.0708 | 92.62 | 128 | Simplified I | 0.0600 | 0.0752 | 58.68 | 144 | Simplified II | 0.0660 | 0.0781 | 69.05 | 96 |
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