Table 2 Classification performance on BRCA and KIPAN datasets
Experiment | BRCA | KIPAN | ||||
|---|---|---|---|---|---|---|
Acc (STD) | F1 (STD) | AUROC (STD) | Acc (STD) | F1 (STD) | AUROC (STD) | |
KNN | 72.12(1.6) | 45.56(1.1) | 79.19(1.5) | 93.03(1.6) | 92.24(1.5) | 96.80(0.9) |
SVM | 72.47(2.7) | 44.39(4.5) | 90.56(1.0) | 92.89(1.9) | 91.86(2.3) | 98.45(0.5) |
NB | 81.39(3.1) | 74.87(4.9) | 92.50(2.5) | 95.86(1.8) | 94.58(2.2) | 97.21(0.7) |
DNN | 75.58(2.7) | 62.37(5.4) | 90.05(1.0) | 95.15(1.5) | 94.12(2.2) | 98.81(0.7) |
MOGONETÂ [5] | 75.50(2.1) | 60.96(5.9) | 87.97(2.9) | 95.65(1.2) | 94.90(1.6) | 97.38(1.8) |
MOGLAMÂ [11] | 76.88(2.3) | 64.97(4.1) | 92.13(1.0) | 94.75(1.5) | 93.72(1.4) | 98.64(0.6) |
AMOGEL | 86.32(1.7) | 75.67(4.4) | 94.36(0.6) | 96.06(1.4) | 95.08(1.4) | 99.37(0.4) |