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

Table 6

Statistical results from the GCPSO algorithm.

Images	True positive rate	True negative rate	False positive rate	False negative rate	Accuracy
Image 1	91.6158	99.9999	0.0001	8.3842	95.8079
Image 2	90.9563	99.9999	0.0001	9.0437	95.4782
Image 3	88.8404	99.9999	0.0001	11.1592	94.4204
Image 4	87.2946	99.9999	0.0001	12.7054	93.6473
Image 5	87.3583	99.9999	0.0001	12.6417	93.6792
Image 6	86.1567	99.9999	0.0001	13.8433	93.0784
Image 7	83.4867	99.9999	0.0001	16.5133	91.7434
Image 8	83.1082	99.9999	0.0001	16.8918	91.5541
Image 9	84.2907	99.9999	0.0001	15.7093	92.1453
Image 10	83.1917	99.9999	0.0001	16.8083	91.5958
Image 11	84.2122	99.9999	0.0001	15.7878	92.1061
Image 12	85.7977	99.9999	0.0001	14.2023	92.8988
Image 13	84.6397	99.9999	0.0001	15.3603	92.3198
Image 14	83.7442	99.9999	0.0001	16.2558	91.8721
Image 15	84.3299	99.9999	0.0001	15.6701	92.1649
Image 16	83.8867	99.9999	0.0001	16.1133	91.9433
Image 17	83.9061	99.9999	0.0001	16.0939	91.9531
Image 18	84.6836	99.9999	0.0001	15.3164	92.3418
Image 19	84.9324	99.9999	0.0001	15.0676	92.4662
Image 20	83.9867	99.9999	0.0001	16.0124	91.9938