TABLE I.

The Average Class Performance with standard deviation obtained from cross validation step for two different linkage methods, three different window sizes, and two different image sizes.

		Window Size	Image Size 1			Image Size 2
			Acc (%)	Sen (%)	Spe (%)	Acc (%)	Sen (%)	Spe (%)
Linkage Method	Complete	Small	87.7 ± 3.7	91.9 ± 2.7	83.5 ± 4.8	89.2 ± 4.0	94.2 ± 3.2	84.2 ± 4.9
		Medium	87.6 ± 3.7	91.9 ± 2.7	83.2 ± 4.7	89.8 ± 3.0	94.3 ± 2.8	85.2 ± 3.2
		Large	87.7 ± 3.9	92.3 ± 2.9	83.2 ± 4.5	89.9 ± 1.9	94.6 ± 1.9	85.3 ± 1.8
	Single	Small	85.0 ± 4.3	89.8 ± 2.6	80.2 ± 6.3	85.6 ± 4.3	90.6 ± 3.2	80.5 ± 5.4
		Medium	85.0 ± 4.3	89.7 ± 2.7	80.4 ± 6.2	85.4 ± 4.2	90.3 ± 3.2	80.5 ± 5.3
		Large	84.7 ± 4.3	89.3 ± 2.8	80.1 ± 5.9	84.9 ± 4.0	89.6 ± 3.4	80.3 ± 4.7