Collaborative Ranking on Netflix Prize (test)
0.5371Hit Rate@10LRML
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LRMLMemory slices (N)=100, Optimizer=Adam, Embedding size (d)=1002017.07 | 0.5371 | 0.3578 | |
| BPROptimizer=Adam, Embedding size (d)=1002017.07 | 0.4867 | 0.3197 | |
| MFOptimizer=Adam, Embedding size (d)=1002017.07 | 0.4793 | 0.3025 | |
| CMLOptimizer=Adam, Embedding size (d)=1002017.07 | 0.4512 | 0.2948 | |
| MLPArchitecture=3 fully-connected layers, pyramid architecture, Pretrained=false, Optimizer=Adam, Embedding size (d)=1002017.07 | 0.3372 | 0.2234 | |
| NeuMFArchitecture=3 fully-connected layers, pyramid architecture, Pretrained=false, Optimizer=Adam, Embedding size (d)=1002017.07 | 0.3222 | 0.2259 |