Recommender Algorithm for Collaborative filtering
Recommender Algorithm
Data: movielens
- All dataset files size 22593713.
- Data size of training is 900425.
- Data size of testing is 99784
Code: librec
| Recommender Algorithm | RMSE |
|---|---|
| AspectModelRecommender | 0.9273950652614509 |
| ASVDPlusPlusRecommender | 1.1151694495469084 |
| BiasedMFRecommender | 0.8636817659221292 |
| BPMFRecommender | |
| BPoissMFRecommender | 1.80545031663211 |
| FMALSRecommender | |
| FMSGDRecommender | |
| GPLSARecommender | 0.927811768257633/slow |
| LDCCRecommender | 1.1151694495469084 |
| LLORMARecommender | 0.8617437187493111 |
| MFALSRecommender | 0.8680327278346128 |
| NMFRecommender | 0.9482805092307253 |
| PMFRecommender | 0.8900394037453517/fast |
| RBMRecommender | 1.45823346673343 |
| RFRecRecommender | |
| SVDPlusPlusRecommender | 0.8678199152757183 |
| URPRecommender | 1.1151694495469084/f |
