Comparison of Different EHG Feature Selection Methods for the Detection of Preterm Labor

Table 2

Results of BPSO and SFS on synthetic data. The features marked in bold font, correspond to the discriminating features.

Classifiers	BPSO (gbest that have best fitness)	SFS (combination of features with minimal error)
QDA	[ 3, 4, 5 ]	[ 3, 5, 6]
LDA	[1, 3, 4, 5, 6]	[ 3, 5, 6]
KNN	[ 3, 4, 5, 6]	[2, 3, 5 ]