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Table 5 All the proposed parameter values after tuning

From: Gene selection for cancer classification with the help of bees

Parameter First Second Third
probLS 0.7 0.4 0.7
ρ 0.8 0.8 0.8
w 1.4 1.4 1.4
w 1 0.85 0.85 0.85
th n 0.065 0.03 0.03
sahc_iter 12 16 16
sahc_tweak 9 15 15
hc_iter N/A 10 N/A
sa_iter 10 N/A N/A
t 5 N/A N/A
schedule 0.5 N/A N/A
tmax 5 5 5
tmin 0 0 0
c 0 0.6 0.5 0.5
MAX_ITER 20 20 20
limit 35 100 100
nd 0.035 0.02 0.035
PS 25 40 40
r 4 0.5 0.7 0.7
ls e SA HC SAHCR
ls o SAHCR SAHCR SAHCR
Selection method Tournament selection Tournament selection Stochastic universal sampling
kernel Linear Linear Linear
wt Equation 5 Equation 5 Equation 5
uph True True True
prefilter Kruskal-Wallis Kruskal-Wallis Kruskal-Wallis