Method | ADeep | BoW | CCE | CkNN | EMD-SVM |
---|---|---|---|---|---|
Balance | 66.44 (8.18) | 68.74 (1.60) | 69.89 (1.17) | 51.97 (1.85) | 72.67 (1.23) |
Imbalance | 70.48 (15.33) | 64.28 (4.90) | 61.91 (3.82) | 52.33 (3.65) | 70.19 (2.04) |
Method | EMDD | mi-Net | mi-SVM | MI-SVM | miGraph |
Balance | 56.98 (3.81) | 67.66 (9.03) | 67.08 (1.48) | 67.87 (1.58) | 63.88 (1.49) |
Imbalance | 62.67 (4.67) | 63.79 (17.66) | 64.69 (3.50) | 66.55 (2.94) | 59.50 (2.62) |
Method | MILBoost | MILES | MInD | MINet | MINN-SA |
Balance | 50.83 (2.31) | 68.94 (1.40) | 67.03 (1.66) | 58.07 (14.25) | 73.88 (8.82) |
Imbalance | 59.89 (2.45) | 66.05 (3.90) | 65.94 (2.85) | 35.28 (16.10) | 79.20 (17.18) |
Method | NSK-SVM | SI-kNN | SI-SVM | Average |
---|---|---|---|---|
Balance | 70.00 (1.31) | 66.50 (1.48) | 66.72 (1.61) | 64.78 (12.39) |
Imbalance | 63.43 (3.12) | 57.63 (5.16) | 65.05 (2.94) | 61.74 (16.80) |