From: Spatial variation in lymphatic filariasis risk factors of hotspot zones in Ghana
Model | AUC CW | Sensitivity CW | Specificity CW | AUC NZ | Sensitivity NZ | Specificity NZ | AUC SZ | Sensitivity SZ | Specificity SZ |
---|---|---|---|---|---|---|---|---|---|
GBM | 0.95 | 92.23 | 86.91 | 0.94 | 91.00 | 91.00 | 0.91 | 86.5 | 88.03 |
RF | 0.97 | 94.99 | 93.64 | 0.98 | 95.51 | 95.55 | 0.95 | 92.5 | 97.04 |
GLM | 0.83 | 88.55 | 71.55 | 0.84 | 79.63 | 82.81 | 0.82 | 72.4 | 87.35 |
ANN | 0.82 | 84.61 | 73.27 | 0.71 | 86.38 | 52.16 | 0.79 | 64.95 | 89.36 |
SRE | 0.67 | 76.57 | 58.12 | 0.64 | 7.74 | 51.2 | 0.44 | 97 | 3.08 |
MARS | 0.87 | 84.73 | 80.82 | 0.82 | 80.22 | 77.72 | 0.77 | 61.8 | 91.73 |