Table 14: The comparison of RMSE obtained when using standard PSO, CPSO, and standard fuzzy model with holdout method for body fat data with .

% of dataStandard PSOCooperative PSO1Holdout method
% of featureMSE% of featureMSE% of featureMSE

30304.677304.684710011.586
40304.717304.54091008.291
50404.617304.51361007.548
60504.636404.42891007.073
70404.548404.42341006.658
80404.553404.42331006.239
90404.582404.37711006.102