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Table 1 Benchmark datasets used for our experiments

From: LVQ-SMOTE – Learning Vector Quantization based Synthetic Minority Over–sampling Technique for biomedical data

Datasets

Features

Total samples

Imbalance ratio

Breast-w

683

10

0.35 : 0.65

Blood

748

4

0.23 : 0.77

Colon-cancer

2000

62

0.35 : 0.65

Ionosphere

351

34

0.36 : 0.64

Leukemia

7129

72

0.34 : 0.66

Pima

768

8

0.35 : 0.65

Satimage

6435

36

0.097 : 0.903

Yeast

1484

8

0.034 : 0.966

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BioData Mining

ISSN: 1756-0381