From: Towards cross-lingual alerting for bursty epidemic events
English only news (SE Asia) | |||||||
---|---|---|---|---|---|---|---|
model | Se | Sp | PPV | NPV | AlarmsA | DaysB | F1 |
C3 | 0.62 | 0.94 | 0.53 | 0.9 | 9.7 | 4.0 | 0.57 |
 | (0.49,0.72) | (0.92,0.96) | (0.42,0.64) | (0.93,0.97) |  |  |  |
C2 | 0.53 | 0.96 | 0.61 | 0.92 | 6.6 | 3.9 | 0.57 |
 | (0.41,0.66) | (0.95,0.98) | (0.47,0.73) | (0.93,0.97) |  |  |  |
W2 | 0.50 | 0.97 | 0.62 | 0.92 | 6.5 | 3.8 | 0.55 |
 | (0.38,062) | (0.95,0.98) | (0.48,0.74) | (0.92,0.96) |  |  |  |
F-stat | 0.76 | 0.83 | 0.42 | 0.82 | 20.9 | 5.0 | 0.54 |
 | (0.67,0.84) | (0.80,0.86) | (0.35,0.50) | (0.94,0.97) |  |  |  |
EWMA | 0.55 | 0.95 | 0.6 | 0.91 | 7.8 | 3.9 | 0.57 |
 | (0.43,0.66) | (0.93,0.97) | (0.47,0.71) | (0.92,0.96) |  |  |  |
All language news8 (SE Asia) | |||||||
model | Se | Sp | PPV | NPV | AlarmsA | DaysB | F1 |
C3 | 0.71 | 0.91 | 0.50 | 0.89 | 13.4 | 4.9 | 0.59 |
 | (0.60,0.80) | (0.88,0.93) | (0.41,0.59) | (0.94,0.97) |  |  |  |
C2 | 0.62 | 0.94 | 0.50 | 0.91 | 8.3 | 4.3 | 0.55 |
 | (0.48,0.74) | (0.92,0.96) | (0.38,0.62) | (0.94,0.98) |  |  |  |
W2 | 0.61 | 0.94 | 0.53 | 0.91 | 17.1 | 4.6 | 0.57 |
 | (0.49,0.73) | (0.92,0.96) | (0.41,0.65) | (0.94,0.97) |  |  |  |
F-stat | 0.90 | 0.77 | 0.47 | 0.79 | 30.7 | 5.8 | 0.62 |
 | (0.84,0.94) | (0.73,0.80) | (0.40,0.53) | (0.95,0.98) |  |  |  |
EWMA | 0.53 | 0.94 | 0.48 | 0.89 | 8.1 | 3.9 | 0.50 |
 | (0.40,0.65) | (0.91,0.96) | (0.36,0.61) | (0.92,0.96) |  |  |  |