Performance Estimation Error on North and South Brazil Covid-19 target domain
0.0446MAE (mean)3S-Testing
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| 3S-TestingData Access=Target features, Source=Testing2023.10 | 0.0446 | 0.0112 | 0.0962 | 0.0205 | 0.1777 | 0.0278 | 0.01 | 0.0105 | 0.01 | |
| RS (Source)Technique=Rejection Sampling2023.10 | 0.1421 | 0.1842 | 0.1781 | 0.1303 | 0.2954 | 0.1613 | 0.0497 | 0.1138 | 0.0244 | |
| DOCAccess to unlabeled target data=true2023.10 | 0.1634 | 0.1019 | 0.2646 | 0.0304 | 0.1557 | 0.2215 | 0.1186 | 0.001 | 0.406 | |
| IMAccess to unlabeled target data=true2023.10 | 0.1782 | 0.103 | 0.3638 | 0.033 | 0.1563 | 0.2828 | 0.0555 | 0.014 | 0.417 | |
| ATCAccess to unlabeled target data=true2023.10 | 0.1898 | 0.0236 | 0.2948 | 0.0542 | 0.0331 | 0.2264 | 0.3985 | 0.0638 | 0.4198 | |
| All (Source)Data Access=Source labels2023.10 | 0.2262 | 0.1029 | 0.389 | 0.0929 | 0.2276 | 0.3732 | 0.1774 | 0.0521 | 0.3942 |