An Efficient Feature Subset Selection Algorithm for Classification of Multidimensional Dataset

Table 3

Evaluation metrics for Naive Bayes algorithm.

Metrics	HS		EM		HL		ZOL
Dataset	BFS	MFSS	BFS	MFSS	BFS	MFSS	BFS	MFSS
Thyroid	0.946	0.967	0.668	0.83	0.054	0.033	0.332	0.17
Solar flare	0.879	0.9	0.709	0.782	0.121	0.1	0.291	0.218
Scene	0.862	0.769	0.527	0.302	0.138	0.231	0.473	0.698
Music	0.782	0.767	0.297	0.248	0.218	0.233	0.703	0.752
Yeast	0.713	0.737	0.142	0.127	0.287	0.263	0.858	0.873