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Table 1 Description of the experimental datasets

From: Imbalanced biomedical data classification using self-adaptive multilayer ELM combined with dynamic GAN

Datasets

Attributes

Minority

Majority

Imbalance ratio

Training samples

Test samples

Breast cancer

32

212

357

0.59

100

469

Liver patient

11

26

224

0.12

50

200

Diabetic retinopathy

20

100

300

0.30

100

300

Pima diabetes

9

117

517

0.23

200

434