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. 2018 Dec 5;2018:1395–1404.

Table 5:

Entity CV development performance

Entity Model TP FN FP P R F1
type CRF 119 53 5 0.96 0.69 0.80
Multi 123 49 8 0.94 0.72 0.81
CRF 151 97 16 0.90 0.61 0.73
amount CRF+LR 168 80 90 0.65 0.68 0.66
Multi 180 68 39 0.82 0.73 0.77
CRF 79 53 29 0.73 0.60 0.66
exposure hist. CRF+LR 89 43 23 0.79 0.67 0.73
Multi 85 47 17 0.83 0.64 0.73
CRF 104 83 14 0.88 0.56 0.68
frequency CRF+LR 120 67 70 0.63 0.64 0.64
Multi 142 45 25 0.85 0.76 0.80
CRF 59 55 6 0.91 0.52 0.66
quit history CRF+LR 82 32 19 0.81 0.72 0.76
Multi 65 49 23 0.74 0.57 0.64