Mixed-type outcome prediction on Simulation Setting 5
62.7AccuracyDeep Multitask Transformation Model
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Deep Multitask Transformation Modelp=1002026.07 | 62.7 | 83 | 100 | 68 | 2.051 | 3.892 | 1.276 | 2.006 | 17.512 | |
| GradNormp=1002026.07 | 61.5 | 62.2 | 59.5 | 60.5 | 2.545 | 11.151 | 1.268 | 2.676 | 16.28 | |
| DWAp=1002026.07 | 59.2 | 59.3 | 62.5 | 57.7 | 2.472 | 11.095 | 1.22 | 2.582 | 17.73 | |
| Uncertaintyp=1002026.07 | 58.8 | 56.7 | 59.7 | 55.2 | 2.53 | 11.131 | 1.26 | 2.658 | 15.65 | |
| STLp=1002026.07 | 56.3 | 53.3 | 99.8 | 65.4 | 2.943 | 11.536 | 1.449 | 3.192 | 13.84 | |
| Uniformp=1002026.07 | 55.6 | 55.7 | 56.1 | 55.7 | 3.438 | 11.803 | 1.819 | 3.819 | 11.43 |