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Table 8 Achievement of accuracy in different research for cancer classification using the same datasets [7,8,9, 12, 36, 37]

From: Effective hybrid feature selection using different bootstrap enhances cancers classification performance

Reference

Dataset

FS Approach

No of selected features

Var.

AUC

ACC

%

García-Díaz et al. [36]

RNA gene

GGA

49

0.000303

–

98.810

Zhang et al. [7]

DNA CNV

mRMR & IFS

19

0.000580

0.973

75.000

Sanaa et al. [8]

PSO & GA

2050

–

0.961

84.600

Sanaa et al. [12]

IG

16,381

–

0.965

85.900

Sakar et al. [37]

Parkinson’s disease

,mRMR

50

–

–

85.000

Hegazy et al. [9]

BreastEw

CSSA

5.200

–

–

97.080