Table 1 Class distributions and imbalance ratios of benchmark datasets.
Dataset | Majority class | Minority class | Ratio |
---|---|---|---|
Credit card fraud detect | 284,315 | 492 | 578:1 |
Pima Indian diabetes | 500 | 268 | 1.87:1 |
Phoneme | 3818 | 1586 | 2.41:1 |
Dataset | Majority class | Minority class | Ratio |
---|---|---|---|
Credit card fraud detect | 284,315 | 492 | 578:1 |
Pima Indian diabetes | 500 | 268 | 1.87:1 |
Phoneme | 3818 | 1586 | 2.41:1 |