Table 7.
Classification results for HC vs mAD.
HC vs mAD | ACC | SEN | SPEC | PRE | F1 score | McNemar's test |
---|---|---|---|---|---|---|
Softmax classifier | 96.03 | 100 | 84.37 | 94.94 | 97.4 | P=0.000113 |
SVM | 99.2 | 99.02 | 100 | 100 | 99.51 | P < 0.000001 |
KNN | 98.41 | 100 | 93.1 | 97.97 | 98.97 | P=0.000002 |
Naïve Bayes | 97.61 | 100 | 90 | 96.96 | 98.46 | P=0.000008 |