Matrix Factorization on MovieLens-20M
0.772RMSED-BPMF
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| D-BPMF#Nodes/#cores=64/15362017.03 | 0.772 | 124 | 1.04 | |
| D-BPMF#Nodes/#cores=1/242017.03 | 0.779 | 204 | — | |
| D-BPMF#Nodes/#cores=8/1922017.03 | 0.78 | 89 | 1.16 | |
| D-BPMF#Nodes/#cores=85/20402017.03 | 0.78 | 120 | 1.39 | |
| D-BPMF#Nodes/#cores=2/482017.03 | 0.781 | 158 | 1.65 | |
| Proposed method (BMF + PP)#Nodes/#cores=361/86642017.03 | 0.789 | 70 | 3.15 | |
| NMF + PSGLD#Nodes/#cores=1/242017.03 | 0.903 | 9,837 | — |