POI Recommendation on Yelp (test)
0.0702Precision@5CATAPE
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| CATAPECategorical Module=Included2019.07 | 0.0702 | 0.0692 | 0.0631 | 0.0621 | 0.0881 | 0.1121 | |
| CATAPE-NoCatCategorical Module=Excluded2019.07 | 0.0641 | 0.0613 | 0.0568 | 0.0589 | 0.0831 | 0.1013 | |
| Metric Factorization2019.07 | 0.0593 | 0.0552 | 0.0481 | 0.0533 | 0.0782 | 0.0974 | |
| HGMF2019.07 | 0.0532 | 0.0491 | 0.0401 | 0.0478 | 0.0702 | 0.0915 | |
| RankGeoFM2019.07 | 0.0421 | 0.0362 | 0.0292 | 0.0392 | 0.0673 | 0.0838 | |
| BPRFM2019.07 | 0.0285 | 0.0221 | 0.0185 | 0.0296 | 0.0361 | 0.0599 | |
| USG2019.07 | 0.0282 | 0.0244 | 0.0197 | 0.0281 | 0.0523 | 0.0753 | |
| MGMPFM2019.07 | 0.0197 | 0.0173 | 0.0136 | 0.0211 | 0.0293 | 0.0493 |