Table 1 Class distributions and imbalance ratios of benchmark datasets.

From: Optimizing imbalanced learning with genetic algorithm

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