CTR prediction on Avazu (20% test)
0.7818AUCINN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| INNembedding vector size=50, depth of layers=5, neurons per layer=5002020.06 | 0.7818 | 0.3785 | |
| PNNembedding vector size=50, depth of layers=5, neurons per layer=5002020.06 | 0.7807 | 0.3797 | |
| Wide & Deepembedding vector size=50, depth of layers=5, neurons per layer=5002020.06 | 0.7806 | 0.38 | |
| DeepFMembedding vector size=50, depth of layers=5, neurons per layer=5002020.06 | 0.7804 | 0.3797 | |
| FNNembedding vector size=50, depth of layers=5, neurons per layer=5002020.06 | 0.7802 | 0.3801 | |
| FMembedding vector size=502020.06 | 0.7765 | 0.382 | |
| LRembedding vector size=502020.06 | 0.7545 | 0.3996 |