Many Local Pattern Texture Features: Which Is Better for Image-Based Multilabel Human Protein Subcellular Localization Classification?

Table 3

Comparison of subset accuracies with different local pattern features.

Feature combination	Subset accuracy
	db1	db2	db3	db4	db5	db6	db7	db8	db9	db10
SLFs	0.3715	0.3899	0.3862	0.3864	0.3719	0.3825	0.3678	0.3749	0.3832	0.3699
SLFs_LBP	0.4170	0.4269	0.4134	0.4194	0.4111	0.4140	0.4065	0.4088	0.4136	0.4210
SLFs_CLPB	0.4463	0.4362	0.4394	0.4481	0.4334	0.4556	0.4378	0.4398	0.4513	0.4449
SLFs_LTrP	0.4368	0.4399	0.4283	0.4385	0.4438	0.4405	0.4285	0.4323	0.4354	0.4339

Boldface type denotes the maximum value of each row, which corresponds to the best average subset accuracy of two fold in each db.