Table 2 The Comparison of RMSE values and computation time of different methods in Synthetic Experiment IV
From: Inferring phenotypes from substance use via collaborative matrix completion
q | Â | StoLADMM | LADMM | DirtyIMC | IMC | MAXIDE |
|---|---|---|---|---|---|---|
10% | RMSE | 0.061 | 0.062 | 0.419 | 0.402 | - |
| Â | time(s) | 1.773 | 20.727 | 0.827 | 4.750 | - |
20% | RMSE | 0.095 | 0.098 | 0.453 | 0.468 | - |
| Â | time(s) | 1.475 | 26.781 | 0.757 | 4.297 | - |
30% | RMSE | 0.085 | 0.076 | 0.499 | 0.402 | - |
| Â | time(s) | 1.447 | 18.807 | 0.406 | 4.750 | - |
40% | RMSE | 0.089 | 0.069 | 0.593 | 0.620 | - |
| Â | time(s) | 1.452 | 18.976 | 0.420 | 4.796 | - |
50% | RMSE | 0.081 | 0.076 | 0.716 | 0.700 | - |
| Â | time(s) | 1.382 | 22.057 | 0.248 | 3.156 | - |