From: A multi-layer approach to disinformation detection in US and Italian news spreading on Twitter
Size class | AUROC | Precision | Recall | F1-score |
---|---|---|---|---|
(US) [0,100) | 0.87 ± 0.01 | 0.79 ± 0.01 | 0.77 ± 0.01 | 0.78 ± 0.01 |
(US) [100,1000) | 0.93 ± 0.01 | 0.87 ± 0.01 | 0.87 ± 0.01 | 0.87 ± 0.01 |
(US) [1000,+∞) | 0.94 ± 0.02 | 0.86 ± 0.05 | 0.86 ± 0.05 | 0.86 ± 0.05 |
(US) [0,+∞) | 0.88 ± 0.01 | 0.81 ± 0.01 | 0.80 ± 0.01 | 0.80 ± 0.01 |
(IT) [0,100) | 0.89 ± 0.06 | 0.81 ± 0.11 | 0.82 ± 0.11 | 0.81 ± 0.11 |
(IT) [100,1000) | 0.86 ± 0.07 | 0.83 ± 0.08 | 0.78 ± 0.06 | 0.80 ± 0.06 |
(IT) [0,+∞) | 0.90 ± 0.02 | 0.81 ± 0.05 | 0.81 ± 0.05 | 0.81 ± 0.05 |