|
# features (%)
|
AUC (95% CI)
|
Balanced accuracy (95% CI)
|
Accuracy (95% CI)
|
Precision (95% CI)
|
Sensitivity (95% CI)
|
Specificity (95% CI)
|
F score (95% CI)
|
|---|
|
6 (0.00)
|
0.78 (0.50–0.99)
|
0.70 (0.375–0.875)
|
0.57 (0.20–0.80)
|
0.33 (0.13–0.50)
|
0.91 (0.33–1.00)
|
0.48 (0–0.75)
|
0.48 (0.19–0.67)
|
|
65 (0.01)
|
0.81 (0.60–0.97)
|
0.74 (0.478–0.834)
|
0.63 (0.27–0.73)
|
0.38 (0.18–0.43)
|
0.91 (0.33–1.00)
|
0.56 (0.12–0.75)
|
0.50 (0.28–0.6)
|
|
653 (0.10)
|
0.85 (0.67–1.0)
|
0.77 (0.60–0.88)
|
0.65 (0.53–0.8)
|
0.37 (0.27–0.50)
|
0.97 (0.67–1.00)
|
0.57 (0.42–0.75)
|
0.53 (0.38–0.67)
|
|
1633 (0.25)
|
0.86 (0.72–1.00)
|
0.77 (0.67–0.88)
|
0.65 (0.46–0.8)
|
0.37 (0.27–0.50)
|
0.98 (0.67–1.00)
|
0.53 (0.33–0.75)
|
0.53 (0.43–0.67)
|
|
3266 (0.50)
|
0.86 (0.71–0.97)
|
0.77 (0.60–0.88)
|
0.64 (0.46–0.8)
|
0.36 (0.26–0.50)
|
0.97 (0.67–1.00)
|
0.56 (0.33–0.75)
|
0.53 (0.38–0.67)
|
|
6532 (1.00)
|
0.87 (0.72–0.97)
|
0.76 (0.58–0.88)
|
0.65 (0.53–0.80)
|
0.36 (0.25–0.50)
|
0.933 (0.67–1.00)
|
0.58 (0.42–0.75)
|
0.52 (0.36–0.67)
|
|
13,064 (2.00)
|
0.86 (0.64–1.00)
|
0.75 (0.50–0.88)
|
0.65 (0.46–0.80)
|
0.36 (0.20–0.50)
|
0.917 (0.67–1.00)
|
0.58 (0.33–0.75)
|
0.51 (0.31–0.67)
|
|
32,661 (5.00)
|
0.80 (0.49–1.00)
|
0.67 (0.42–0.86)
|
0.57 (0.40–0.77)
|
0.30 (0.14–0.47)
|
0.837 (0.33–1.00)
|
0.50 (0.33–0.71)
|
0.44 (0.33–0.71)
|
|
65,323 (10.00)
|
0.77 (0.40–1.00)
|
0.66 (0.42–0.86)
|
0.573 (0.4–0.77)
|
0.298 (0.14–0.47)
|
0.813 (0.33–1.00)
|
0.51 (0.33–0.75)
|
0.43 (0.33–0.75)
|
- Figures in bold represent the maximum for each performance criterion
