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

Table 4

Statistical results from the PSO algorithm.

Images	True positive rate	True negative rate	False positive rate	False negative rate	Accuracy
Image 1	87.5413	90.1196	9.8804	12.4587	89.0624
Image 2	85.9612	85.9612	8.5479	8.5479	88.9689
Image 3	82.7919	89.8314	10.1686	17.2081	86.4850
Image 4	81.1271	88.7838	11.2162	18.8729	84.9967
Image 5	82.6343	87.3995	12.6005	17.3657	85.0299
Image 6	81.8996	85.2900	14.7100	18.1004	83.5581
Image 7	81.7281	80.0949	19.9051	18.2719	80.9438
Image 8	80.4182	80.0721	19.9279	19.5818	80.2571
Image 9	82.2573	81.1450	18.8550	17.7427	81.7340
Image 10	80.8521	80.3433	19.6567	19.1479	80.6182
Image 11	82.2198	80.9837	19.0163	17.7802	81.6421
Image 12	84.6322	81.5070	18.4930	15.3678	83.1347
Image 13	82.6283	81.1153	18.8847	17.3617	81.9351
Image 14	80.9338	80.9090	19.0910	19.0662	80.9226
Image 15	81.8790	81.1729	18.8271	18.1210	81.5586
Image 16	80.8120	81.4222	18.5778	19.1880	81.0836
Image 17	80.8582	81.8136	18.1864	19.1418	81.2824
Image 18	79.1387	85.0084	14.9916	20.8613	81.8114
Image 19	79.4655	85.1570	14.8430	20.5345	82.0954
Image 20	77.7826	85.3446	14.6554	22.2174	81.1744