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. 2020 May 30;2020:152–161.
Syphilis
Institution # # of reports Disease prevalence (%) Precision Recall F1-Score
1 1114 156 (14%) 0.24 0.58 0.34
2 703 131 (18.63%) 0.98 0.95 0.97
3 222 47 (21.17%) 0.9 0.79 0.84
4 114 91 (79.82%) 1 0.11 0.2
5 68 42 (61.76%) 1 0.19 0.32
6 40 17 (42.5%) 0.86 0.71 0.77
7 37 27 (72.97%) 0.96 0.85 0.9
8 29 5 (17.24%) 1 0.6 0.75
Salmonella
Institution # # of reports Pos-Support Precision Recall F1-Score
1 1099 68 (6.19%) 0.98 0.71 0.82
2 807 17 (2.11%) 1 0.41 0.58
3 620 9 (1.45%) 1 0.33 0.5
4 507 94 (18.54%) 0.84 0.9 0.87
5 503 21 (4.17%) 1 0.14 0.25
6 420 2 (0.48%) 0 1 0.01
7 411 228 (55.47%) 0.96 0.75 0.84
8 363 72 (19.83%) 0.89 0.46 0.61
9 342 17 (4.97%) 0.93 0.76 0.84
10 308 154 (50%) 0.98 1 0.99
Histoplasmosis
Institution # # of reports Pos-Support Precision Recall F1-Score
1 1310 224 (17.1%) 0.66 0.18 0.29
2 1244 215 (17.28%) 0.88 0.93 0.9
3 94 13 (13.83%) 0.92 0.92 0.92
4 74 14 (18.92%) 0.88 1 0.93
5 53 32 (60.38%) 0.93 0.84 0.89
6 44 25 (56.82%) 1 0.96 0.98
7 42 21 (50%) 0.88 1 0.93
8 42 19 (45.24%) 0.94 0.84 0.89
9 40 18 (45%) 1 0.94 0.97
10 39 18 (46.15%) 1 0.94 0.97
11 36 12 (33.33%) 0.91 0.83 0.87
12 32 16 (50%) 0.66 0.18 0.29