Model | \(\boldsymbol{K = 5\%}\) (Std) | \(\boldsymbol{K = 10\%}\) (Std) | \(\boldsymbol{K = 25\%}\) (Std) | \(\boldsymbol{K = 50\%}\) (Std) | \(\boldsymbol{K = 75\%}\) (Std) |
---|---|---|---|---|---|
SASMOTE | 49.15 (9.02) | 47.57 (9.80) | 51.38 (8.49) | 51.30 (5.99) | 51.16 (6.32) |
SASMOTE w/o visible | 49.71 (9.79) | 49.69 (9.82) | 49.95 (7.58) | 48.11 (7.76) | 49.72 (9.67) |
SASMOTE w/o inspection | 46.81 (9.63) | 48.57 (6.97) | 50.38 (8.64) | 51.38 (12.29) | 50.26 (11.94) |
B-SMOTE | 48.84 (9.20) | 48.63 (7.61) | 48.02 (8.50) | 46.14 (7.43) | 47.80 (8.12) |
SMOTE | 49.73 (10.09) | 47.84 (9.30) | 50.15 (10.49) | 48.69 (6.58) | 46.07 (11.19) |