표 2. | Table 2. 각 식별기별 파라미터값 | Parameter values for each identifier
모델 | Accuracy | Precision | Specificity | Sensitivity |
CNN1 | 0.811 | 0.804 | 0.655 | 0.911 |
CNN2 | 0.797 | 0.800 | 0.655 | 0.889 |
CNN3 | 0.743 | 0.741 | 0.517 | 0.889 |
CNN4 | 0.784 | 0.796 | 0.655 | 0.867 |
CNN5 | 0.770 | 0.780 | 0.621 | 0.867 |
CNN-vote | 0.808 | 0.932 | 0.857 | 0.788 |
SVM | 0.784 | 0.774 | 0.586 | 0.911 |
DT2 | 0.716 | 0.750 | 0.586 | 0.800 |
DT9 | 0.757 | 0.776 | 0.621 | 0.844 |
KNN | 0.703 | 0.702 | 0.414 | 0.889 |
RF | 0.851 | 0.870 | 0.793 | 0.889 |
Ada | 0.703 | 0.756 | 0.621 | 0.756 |
Bagging | 0.797 | 0.788 | 0.621 | 0.911 |
3 model | 0.811 | 0.830 | 0.724 | 0.867 |