Skip to main content

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