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. 2022 Jul 21;10:e13573. doi: 10.7717/peerj.13573

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