Table 7. The diagnostic results of the 3 models on the prediction set.
Model | Sensitivity(%) | Specificity(%) | Accuracy(%) | Positive Predictive value(%) | Negative Predictive value(%) | AUC(95%CI) |
---|---|---|---|---|---|---|
Fisher | 65.38 | 76.00 | 70.59 | 73.91 | 67.86 | 0.722 (0.664-0.780) |
Decision tree | 90.70 | 94.74 | 93.00 | 92.86 | 93.10 | 0.929 (0.894-0.964) |
ANN | 89.09 | 90.20 | 89.62 | 90.74 | 88.46 | 0.894 (0.852-0.935) |