An Efficient Feature Subset Selection Algorithm for Classification of Multidimensional Dataset

Table 4

Evaluation metrics for SVM algorithm.

Metrics	HS		EM		HL		ZOL
Dataset	BFS	MFSS	BFS	MFSS	BFS	MFSS	BFS	MFSS
Thyroid	0.968	0.967	0.792	0.788	0.032	0.033	0.208	0.212
Solar flare	0.912	0.912	0.791	0.791	0.088	0.088	0.209	0.209
Scene	0.91	0.774	0.695	0.315	0.09	0.226	0.305	0.685
Music	0.808	0.772	0.356	0.267	0.192	0.228	0.644	0.733
Yeast	0.791	0.769	0.251	0.173	0.209	0.231	0.749	0.827