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Table 4:
Parameter settings.
ParameterDescription
GP Initialisation ramped-half-and-half 
 Subtree crossover/mutation 80%/15% 
 Attribute mutation probability pa {0.1,0.5,0.9} 
 Elitism rates 5% 
 Maximum depth 
 Population size 200 
 Size of intermediate population P' 2000 
 Selection tournament selection (size = 5) 
ILS Sample size ns 500 
 Sample size ns' 50 
 Number of non-improvement iterations NI 
 Maximum iteration maxIteration 10 
ParameterDescription
GP Initialisation ramped-half-and-half 
 Subtree crossover/mutation 80%/15% 
 Attribute mutation probability pa {0.1,0.5,0.9} 
 Elitism rates 5% 
 Maximum depth 
 Population size 200 
 Size of intermediate population P' 2000 
 Selection tournament selection (size = 5) 
ILS Sample size ns 500 
 Sample size ns' 50 
 Number of non-improvement iterations NI 
 Maximum iteration maxIteration 10 
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