Table 5. 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 | 69.64 | 57.38 | 63.25 | 60.00 | 67.31 | 0.627 (0.570-0.684) |
Decision tree | 75.47 | 88.71 | 82.61 | 85.11 | 80.88 | 0.836 (0.792-0.879) |
ANN | 75.41 | 1 | 80.77 | 82.14 | 79.73 | 0.821 (0.776-0.866) |