Table 5.
Model | Precision | Sensitivity | Specificity | Accuracy | F1-score | AUC |
---|---|---|---|---|---|---|
Model A |
86.8% (83.3–90.3) |
88.5% (87.0–90.1) |
90.2% (87.1–93.3) |
89.5% (88.0–91.0) |
0.876 (0.86–0.89) |
0.951 (0.94–0.96) |
Model B |
77.9% (75.1–80.8) |
82.2% (76.8–87.5) |
83.1% (79.4–86.7) |
82.7% (81.8–83.6) |
0.797 (0.78–0.81) |
0.906 (0.89–0.91) |
Model A, (P) |
86.4% (83.7–89.1) |
84.9% (82.4–87.3) |
85.3% (81.7–88.9) |
85.1% (83.6–86.5) |
0.856 (0.84–0.87) |
0.924 (0.91–0.93) |
Model A, (A) |
87.3% (82.7–91.8) |
91.7% (89.9–93.4) |
92.4% (89.2–95.6) |
92.1% (90.2–94.0) |
0.893 (0.87–0.92) |
0.966 (0.96–0.97) |
Model B, (P) |
83.4% (81.0–85.7) |
75.7% (73.0–78.3) |
83.3% (80.1–86.4) |
79.3% (77.7–81.0) |
0.793 (0.78–0.81) |
0.866 (0.85–0.88) |
Model B, (A) |
83.3% (80.4–86.2) |
78.0% (74.5–81.5) |
91.3% (89.1–93.6) |
86.7% (85.8–87.5) |
0.804 (0.79–0.82) |
0.924 (0.92–0.93) |