Lung Cancer Detection Using Image Segmentation by means of Various Evolutionary Algorithms

Table 7

Statistical comparative result of accuracy.

Images	k-Means	k-Median	PSO	IWPSO	GCPSO
Image 1	88.5937	89.3672	89.0624	88.9813	95.8079
Image 2	88.2682	88.5622	88.9689	88.1810	95.4782
Image 3	85.7501	86.2969	86.4850	86.1018	94.4204
Image 4	84.2186	84.2695	84.9967	84.3584	93.6473
Image 5	83.9216	84.5294	85.0299	84.6631	93.6792
Image 6	82.5795	83.3654	83.5581	83.2876	93.0784
Image 7	80.1519	80.7832	80.9438	80.7064	91.7434
Image 8	79.0656	79.8186	80.2571	80.3544	91.5541
Image 9	80.1606	80.9977	81.7340	81.4631	92.1453
Image 10	79.0378	79.9611	80.6182	80.3943	91.5958
Image 11	79.9755	80.6621	81.6421	81.2411	92.1061
Image 12	81.5238	82.4514	83.1347	83.0334	92.8988
Image 13	80.2806	81.2545	81.9351	81.8905	92.3198
Image 14	79.3023	79.9876	80.9226	80.9025	91.8721
Image 15	79.7600	80.7248	81.5586	81.6669	92.1649
Image 16	79.2121	80.1291	81.0836	81.0896	91.9433
Image 17	79.2229	80.3332	81.2824	81.0209	91.9531
Image 18	80.7020	81.7792	81.8114	81.8081	92.3418
Image 19	81.0816	81.8439	82.0954	82.0213	92.4662
Image 20	80.1831	81.0973	81.1744	81.2033	91.9938