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Table 7 Results for the test dataset.

From: A Hybrid Particle Swarm Optimization with Dragonfly for Adaptive ANFIS to Model the Corrosion Rate in Concrete Structures

Methods

MAPE

Efficiency

R2

VAF

MEDAE

GA

16.70

0.82

0.56

0.59

0.83

PSO

15.59

0.86

0.63

0.72

0.33

HPSO

11.15

0.89

0.75

0.77

0.51

PSO–DA

1.67

0.97

0.92

0.93

0.14

IGA

16.35

0.84

0.58

0.66

0.62

MGA

15.15

0.83

0.59

0.62

0.77

Bat

18.67

0.78

0.58

0.58

0.80

BBO

12.07

0.87

0.79

0.77

0.48

  1. Bold numbers are related to the maximum or minimum of the obtained results