Table 13. Cross-validation performance of our ensemble model per year.
| Year | Weighted F1-score | Support |
|---|---|---|
| 2000 | 0.497 | 1,658,715 |
| 2006 | 0.491 | 1,852,645 |
| 2009 | 0.558 | 225,416 |
| 2012 | 0.487 | 1,971,812 |
| 2015 | 0.588 | 265,830 |
| 2016 | 0.632 | 65,235 |
| 2018 | 0.481 | 2,057,306 |
| 2019 | 0.535 | 180 |
| Average | 0.489 | 1,012,142 |
| Standard deviation | 0.135 | 882,783 |