Research Article
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 |
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