Table 5.
Individual-level fairness captured by the Gini Coefficient (GC), Distance-to-Median Lower Index (DMLI), and Distance-to-Median Upper Index (DMUI). GC serves as a coarse marker of inequality, with DMLI and DMUI further elucidating whether the benefits are reaped by those in the lower or upper end of individual-level performance.
| Method | Prediction | Forecasting | ||||
|---|---|---|---|---|---|---|
| GC | DMLI | DMUI | GC | DMLI | DMUI | |
| B | 0.166 | 1.451 | 2.311 | 0.161 | 1.704 | 3.890 |
| TL | 0.188 | 1.910 | 2.136 | 0.224 | 2.664 | 3.798 |
| S | 0.148 | 1.859 | 1.374 | 0.179 | 2.497 | 3.248 |
| SDS | 0.203 | 1.611 | 1.730 | 0.182 | 3.377 | 2.800 |