Collaborative Filtering on MovieLens 10M (test)
0.771RMSEU-CF-NADE-S
Evaluation Results
| Method | Links | |
|---|---|---|
| U-CF-NADE-SOrientation=User-based, Number of layers=22016.05 | 0.771 | |
| CF-NADESide Information=None, Split=90/10, Model Variant=Best-performing2017.06 | 0.771 | |
| U-CF-NADE-SOrientation=User-based, Number of layers=12016.05 | 0.772 | |
| GC-MCSide Information=None, Split=90/102017.06 | 0.777 | |
| LLORMA-LOCALModel Variant=Local2016.05 | 0.782 | |
| I-AUTORECOrientation=Item-based2016.05 | 0.782 | |
| LLORMA-LocalSide Information=None, Split=90/102017.06 | 0.782 | |
| I-AUTORECSide Information=None, Split=90/102017.06 | 0.782 | |
| BIASMF2016.05 | 0.803 | |
| BiasMFSide Information=None, Split=90/102017.06 | 0.803 | |
| LLORMA-GLOBALModel Variant=Global2016.05 | 0.822 | |
| U-RBMOrientation=User-based2016.05 | 0.823 | |
| I-RBMOrientation=Item-based2016.05 | 0.825 | |
| I-RBMSide Information=None, Split=90/102017.06 | 0.825 | |
| U-AUTORECOrientation=User-based2016.05 | 0.867 |