Table 16:
The comparison of RMSE obtained when using CPSO and standard fuzzy model with holdout method for computer data with
.
% of data
Cooperative PSO
Holdout method
% of feature
MSE
% of feature
MSE
30
40
16.446
100
17.453
40
30
14.712
100
17.524
50
30
14.350
100
17.680
60
40
14.935
100
17.837
70
40
16.237
100
17.918
80
40
15.122
100
18.351