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Table 8 Instance count after over_sampling for multi-class structured data set (OVA)

From: Improved classification of large imbalanced data sets using rationalized technique: Updated Class Purity Maximization Over_Sampling Technique (UCPMOT)

Data set

Over_sampling techniques

A

B

C

D

E

F

G

H

I

J

K

Yeast

1484

8410

7921

8643

8550

8223

7703

4614

3106

7615

7023

Car

1728

4867

4699

5003

4980

4421

4609

3589

3472

4581

3947

KEGG-U

65,554

199,326

184,559

201,004

200,665

195,438

186,598

128,451

123,486

164,878

149,532