Divar-Challenge
2nd place solution for Divar challenge. Amirkabir Artificial Intelligence Competitions, 1400 (Competition Website).
Problem Definition
Decide if a post should be accepted or rejected based on its categorical, numerical, and text features.
The complete definition is here.
Results for Different Methods
| Model | Validation AUC-ROC |
|---|---|
| Tf-Idf | 0.9589 |
| Conv1D | 0.9617 |
| RNN (GRU) | 0.9767 |
| Transformer | 0.9662 |
Presentation Slides
Presentation slides can be found here.