Classifier | Metric name | Metric value | Number of features |
---|---|---|---|
SVM | AUC | 0.867 | 2 |
Sensitivity | 0.850 | 2 | |
Specificity | 0.960 | 1 | |
IBk with k = 1 | AUC | 0.900 | 6 |
Sensitivity | 0.850 | 6 | |
Specificity | 0.923 | 6 | |
IBk with k = 3 | AUC | 0.932 | 5 |
Sensitivity | 0.850 | 3 | |
Specificity | 1.000 | 24 | |
IBk with k = 5 | AUC | 0.915 | 2 |
Sensitivity | 0.800 | 5 | |
Specificity | 1.000 | 17 | |
MLP | AUC | 0.926 | 158 |
Sensitivity | 0.85 | 150 | |
Specificity | 0.923 | 16 |