| Sensitivity (%) | Specificity (%) | The rate of missed diagnosis (%) | The rate of misdiagnosis (%) | Accuracy (%) | Positive Predictive Value (%) | Negative Predictive Value (%) | AUC (95% CI) | Kappa |
---|---|---|---|---|---|---|---|---|---|
No DR | 86.19 | 63.07 | 13.81 | 36.93 | 83.50 | 94.65 | 37.58 | 0.56 (0.55,0.57) | 0.38 |
Mild NPDR | 83.18 | 70.96 | 16.82 | 29.04 | 76.45 | 70.01 | 83.81 | 0.78 (0.77,0.79) | 0.53 |
Moderate NPDR | 88.64 | 64.16 | 11.36 | 35.84 | 75.86 | 69.35 | 86.06 | 0.77 (0.76,0.77) | 0.52 |
Severe NPDR | 89.59 | 70.38 | 10.41 | 29.62 | 78.48 | 68.80 | 90.26 | 0.80 (0.79,0.80) | 0.58 |
PDR | 85.02 | 74.79 | 14.98 | 25.21 | 79.07 | 70.83 | 87.40 | 0.80 (0.79,0.81) | 0.58 |
PRP | 84.96 | 74.33 | 15.04 | 25.67 | 78.82 | 70.82 | 87.07 | 0.80 (0.79,0.81) | 0.58 |