Table 1. Embedded dimension selection effect value.
Dimensions | Missing patterns | |||||
---|---|---|---|---|---|---|
RM | TCM | RCM | ||||
MAE | RMSE | MAE | RMSE | MAE | RMSE | |
TransE(20) | 0.0265 | 0.0485 | 0.0284 | 0.0477 | 0.0278 | 0.0509 |
TransE(50) | 0.0260 | 0.0461 | 0.0275 | 0.0507 | 0.0274 | 0.0546 |
TransR(15) | 0.0270 | 0.0454 | 0.0264 | 0.0445 | 0.0265 | 0.0457 |
TransR(20) | 0.0370 | 0.0463 | 0.0265 | 0.0505 | 0.0325 | 0.0521 |
TransR(50) | 0.0279 | 0.0613 | 0.0333 | 0.0521 | 0.0269 | 0.0556 |
Note:
Values in bold indicate the best result.