Data and Feature Reduction in Fuzzy Modeling through Particle Swarm Optimization

Table 16

The comparison of RMSE obtained when using CPSO and standard fuzzy model with holdout method for computer data with 𝐶=3.

% 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