Research Article
Deep Field-Aware Interaction Machine for Click-Through Rate Prediction
Table 1
The comparisons between FM, FFM, AFM, AFFM, and FIM.
| Model | Embedding size | Dropout | Regularization | Logloss |
| FM | 16 | 0 | 0.00001 | 0.4011 | FFM | 8 | 0 | 0.00001 | 0.3999 | AFM | 4 | 0 | 0.00001 | 0.4005 | AFFM | 4 | 0 | 0.00001 | 0.3996 | FIM | 4 | 0.3 | 0.00001 | 0.3991 |
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