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

Table 5

Statistical results from the IWPSO algorithm.

Images	True positive rate	True negative rate	False positive rate	False negative rate	Accuracy
Image 1	87.4649	90.3272	9.6728	12.5351	88.9813
Image 2	86.1950	89.8126	10.1874	13.8050	88.1810
Image 3	82.9347	88.9622	11.0378	17.0653	86.1018
Image 4	81.4285	87.2013	12.7987	18.5715	84.3584
Image 5	82.9023	86.3940	13.6060	17.0977	84.6631
Image 6	82.1065	84.5145	15.4855	17.8935	83.2876
Image 7	82.1361	79.1744	20.8256	17.8639	80.7064
Image 8	80.3274	80.3855	19.6145	19.6726	80.3544
Image 9	82.4185	80.3924	19.6076	17.5815	81.4631
Image 10	81.0769	79.5965	20.4035	18.9231	80.3943
Image 11	82.2198	79.7401	20.2599	17.4299	81.2411
Image 12	84.6322	81.1390	18.8610	15.2172	83.0334
Image 13	82.6283	80.7231	17.3596	17.3596	81.8905
Image 14	80.9338	80.8231	19.1769	19.0328	80.9025
Image 15	81.8790	81.5899	18.4101	18.2694	81.6669
Image 16	80.8120	81.4173	18.5827	19.1734	81.0896
Image 17	80.8582	81.0677	18.9323	19.0166	81.0209
Image 18	79.1387	84.9622	15.0378	20.8310	81.8081
Image 19	79.4655	84.8219	15.1781	20.3936	82.0213
Image 20	77.7684	85.4281	14.5719	22.2316	81.2033