Table 5 Evaluation of data mining models prediction
From: Prognostic value of plasma microRNAs for non-small cell lung cancer based on data mining models
Models | Accuracy (%) | Sensitivity(%) | Specificity(%) | Positive Predictive Value (%) | Negative predictive value (%) | AUC (95%CI) |
|---|---|---|---|---|---|---|
BNN | 62.50 | 60.00 | 63.64 | 42.86 | 77.78 | 0.603 (0.335, 0.883) |
ANN | 81.25 | 75.00 | 87.43 | 85.71 | 77.78 | 0.817 (0.549, 0.962) |
LDA | 75.00 | 71.43 | 77.78 | 71.43 | 77.78 | 0.746 (0.472, 0.925) |
SVM | 87.50 | 77.78 | 100.00 | 100.00 | 77.78 | 0.889 (0.634, 0.989) |
DT C5.0 | 93.75 | 100.00 | 90.00 | 85.71 | 100.00 | 0.929 (0.685, 0.997) |