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

Table 2

Statistical results from the k-means algorithm.

Images	True positive rate	True negative rate	False positive rate	False negative rate	Accuracy
Image 1	87.8783	89.1554	10.8446	12.1217	88.5937
Image 2	86.6527	89.5874	10.4126	13.3473	88.2682
Image 3	83.8975	87.3900	12.6100	16.1025	85.7501
Image 4	82.6502	85.7011	14.2989	17.3498	84.2186
Image 5	83.5680	84.2582	15.7418	16.4320	83.9216
Image 6	82.7250	82.4643	17.5654	17.2750	82.5795
Image 7	81.1893	79.0554	20.9446	18.8107	80.1519
Image 8	80.2543	77.7549	22.2451	19.7457	79.0656
Image 9	81.7874	78.4139	21.5861	18.2126	80.1606
Image 10	80.4304	77.4794	22.5206	19.5696	79.0378
Image 11	81.7725	78.0352	21.9648	18.2275	79.9755
Image 12	84.0795	78.8912	21.1088	15.9205	81.5238
Image 13	81.6145	78.7989	21.2011	18.3855	80.2806
Image 14	79.8951	78.6152	21.3848	20.1049	79.3023
Image 15	80.9012	78.4626	21.5374	19.0988	79.7600
Image 16	80.1249	78.1480	21.8520	18.8751	79.2121
Image 17	80.1220	78.1687	21.8318	19.8780	79.2229
Image 18	78.2509	83.5148	16.4852	21.7491	80.7020
Image 19	78.7041	83.7431	16.2569	21.2959	81.0816
Image 20	76.7118	84.3245	15.6755	23.2882	80.1831