Table 2.
Comparison of the F-measure of the ensemble classifier imDC and the other classifiers using each of the thresholds
KNN | J48 | RF | SVM | Bagging | imDC | |
---|---|---|---|---|---|---|
0.4 | 0.774 | 0.808 | 0.820 | 0.813 | 0.820 | 0.925 |
0.5 | 0.779 | 0.816 | 0.823 | 0.815 | 0.821 | 0.896 |
0.6 | 0.775 | 0.818 | 0.825 | 0.815 | 0.824 | 0.892 |
0.7 | 0.774 | 0.819 | 0.822 | 0.815 | 0.825 | 0.897 |
0.8 | 0.774 | 0.814 | 0.823 | 0.815 | 0.823 | 0.897 |
0.9 | 0.779 | 0.817 | 0.823 | 0.815 | 0.824 | 0.896 |