Selected feature | Criteria | Specificity | Sensitivity | Accuracy | AUC |
---|
ADC | SVM [31–33] | 0.778 | 0.94 | 82.8 | 0.809 |
Sum average | KNN [34] | 0.667 | 0.91 | 78.50 | 0.815 |
Entropy | Random Forest [35] | 0.722 | 0.92 | 74.19 | 0.791 |
Elongation |
Sum variance |
Average
|
0.722
|
0.923
|
78.50
|
0.805
|
- Evaluation of the discrimination power of five selected informative features through three classical classification models.