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Table 2 Optimized parameter values after tuning

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

Parameter

Optimized value

probLS

0.7

ρ

0.8

w

1.4

w 1

0.85

th n

0.065

sahc_iter

12

sahc_tweak

9

sa_iter

14

t

5

schedule

0.5

tmax

5

tmin

0

c 0

0.6

MAX_ITER

20

limit

35

nd

0.035

PS

25

r 4

0.5

ls e

SA

ls o

SAHCR

Selection method

Tournament selection

kernel

Linear

wt

Equation 5

uph

True

prefilter

Kruskal-Wallis