Table 3 Distribution of target classes in original dataset, synthetic dataset, and hybrid synthetic dataset.

From: Machine learning-based models for screening of anemia and leukemia using features of complete blood count reports

Target classes

Original dataset (n = 287)

Synthetic dataset (n = 2000)

Hybrid dataset (n = 2287)

Normal

50

500

550

Anemia

17

500

517

Leukemia

28

500

528

Combination

192

500

692

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