Research Article
Modified Artificial Bee Colony Algorithm-Based Strategy for Brain Tumor Segmentation
Table 6
Performance parameters and time (sec) of single-objective ABC.
| Samples | Precision | Sensitivity | F-measure | Accuracy | Specificity | Time (sec) |
| 1 | 0.8848 | 0.8915 | 0.8271 | 92.34 | 0.5721 | 3.81 | 2 | 0.8612 | 0.8761 | 0.9124 | 91.59 | 0.5832 | 3.49 | 3 | 0.8459 | 0.8929 | 0.8626 | 92.63 | 0.5674 | 3.9 | 4 | 0.8139 | 0.8817 | 0.8921 | 93.22 | 0.5874 | 4.21 | 5 | 0.8712 | 0.8787 | 0.7731 | 91.84 | 0.5743 | 3.67 | 6 | 0.8956 | 0.8965 | 0.8251 | 92.92 | 0.5575 | 3.99 | 7 | 0.8777 | 0.8682 | 0.7827 | 93.31 | 0.5434 | 4.34 | 8 | 0.845 | 0.8775 | 0.8565 | 91.54 | 0.5598 | 3.38 | 9 | 0.8719 | 0.8843 | 0.8736 | 94.02 | 0.5774 | 4.46 | 10 | 0.8064 | 0.9023 | 0.8906 | 92.77 | 0.5823 | 3.97 |
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