Mixed-type outcome prediction on Simulation Setting 6
62.6AccuracyDeep Multitask Transformation Model
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Deep Multitask Transformation Modelp=1002026.07 | 62.6 | 83.2 | 100 | 68 | 3.738 | 5.566 | 2.183 | 4.199 | 18.262 | |
| Uncertaintyp=1002026.07 | 61.3 | 61.4 | 58.3 | 59 | 4.353 | 11.585 | 2.278 | 5.024 | 13.03 | |
| GradNormp=1002026.07 | 60.4 | 60.8 | 56.9 | 57.9 | 4.765 | 12.032 | 2.419 | 5.572 | 15.05 | |
| DWAp=1002026.07 | 59.2 | 57.7 | 56.4 | 54.5 | 4.341 | 11.561 | 2.27 | 5.007 | 15.58 | |
| STLp=1002026.07 | 56.5 | 61.5 | 99.8 | 64.5 | 4.604 | 11.855 | 2.358 | 5.357 | 14.475 | |
| Uniformp=1002026.07 | 55.6 | 55.3 | 55.5 | 55.2 | 6.666 | 13.856 | 3.091 | 8.105 | 10.59 |