Table 5.

The assumptions for employing GA in AS².

No.	Assumption	Value
1	No. of generation to process	2
2	Population size	4”No of filter methods in FS2”(g)
3	Probability of Selection “Ps”	various value for each selected chromosome
4	Probability of Crossover “Pc”	0.9
5	probability of mutation “Pm”	0.1
6	Individual size or Chromosome size “X”	6” No. of features” (m)
7	Fitness function	Accuracy of NB classifier
8	Initial population	$X_1$={1, 0, 1, 0, 1, 1} $X_2$={0, 0, 1, 1, 0, 1} $X_3$={1, 1, 1, 1, 0, 1} $X_4$={1, 1, 0, 0, 1, 1}