G-mean | NN | SMOTE-NN | R-SMOTE-NN | SRA-NN | ASCB_DmSMOTE-NN |
---|---|---|---|---|---|
ThoraricSurgery | 0.179 | 0.651 | 0.479 ± 0.22 | 0.715 ± 0.12 | 0.843 ± 0.05 |
Ecoli | 0.630 | 0.904 | 0.768 ± 0.18 | 0.813 ± 0.12 | 0.875 ± 0.04 |
Sick Euthyroid | 0.613 | 0.916 | 0.750 ± 0.15 | 0.832 ± 0.10 | 0.916 ± 0.04 |
Yeast_ML8 | 0.000 | 0.690 | 0.641 ± 0.14 | 0.926 ± 0.07 | 0.928 ± 0.05 |
Thyroid Sick | 0.453 | 0.916 | 0.811 ± 0.14 | 0.898 ± 0.05 | 0.836 ± 0.6 |
Arrhythmia | 0.091 | 0.880 | 0.802 ± 0.13 | 0.904 ± 0.06 | 0.951 ± 0.4 |
Mammography | 0.520 | 0.896 | 0.795 ± 0.12 | 0.746 ± 0.06 | 0.926 ± 0.5 |
G_average | 0.355 | 0.836 | 0.721 ± 0.14 | 0.833 ± 0.10 | 0.896 ± 0.05 |