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Table 6 Average ranks of different methods on SVM, DT, and KNN classifiers

From: A graph-based gene selection method for medical diagnosis problems using a many-objective PSO algorithm

Classifier

Methods

MaPSOGS

Geometric PSO

PSO

RMA

RPSW

EPSO

Hybrid BPSO-BBHA

PSOC4.5

SVM

1.14

7.14

7.85

2.14

4.57

5.57

4.71

2.85

DT

1

7.28

7.71

2

4.28

5.28

5.28

3.14

KNN

1

7.14

7.85

2.14

4.42

5.14

5.14

3.14