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Table 6 Parameter settings

From: CURE-SMOTE algorithm and hybrid algorithm for feature selection and parameter optimization based on random forests

Hybrid GA-RF

popsize :5

maxgen :20

Pc: 0.6

Pm:0.1

 

Hybrid PSO-RF

popsize :5

maxgen :20

c1:1.5

r1,r2∈[0,1]

Vmin:Vmax = -0.5:0.5

w:0.5

c2:1.5

Hybrid AFSA-RF

popsize: 5

maxgen: 20

visual: 3

try_number: 5, delta: 0.618

 
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BMC Bioinformatics

ISSN: 1471-2105

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