Research Article
Lung Cancer Diagnosis Based on an ANN Optimized by Improved TEO Algorithm
Table 3
The performance analysis of the studied algorithm.
| Algorithm | | | | | |
| LSO [28] | Min | 11.428 | 0.035 | 0.022 | 1.327 | Max | 4.284e3 | 6.534e2 | 0.679e5 | 6.192 | Mean | 2.168e3 | 1.295e2 | 2.195e4 | 3.084 | Std | 5.153e2 | 21.931 | 3.645e4 | 4.339 |
| CSA [29] | Min | 8.3161 | 0.028 | 7.65e − 1 | 1.446 | Max | 492.57 | 2.193 | 4.15e − 1 | 11.28 | Mean | 120.75 | 1.137 | 5.17e − 1 | 8.294 | Std | 69.253 | 0.066 | 1.01e − 1 | 4.495 |
| MVO [30] | Min | 9.192 | 4.168e − 3 | 8.195e − 5 | 0.957 | Max | 1.15 e2 | 4.279e − 2 | 7.086e − 4 | 1.492 | Mean | 22.49 | 9.153e − 3 | 1.517e − 4 | 1.137 | Std | 38.76 | 1.097e − 3 | 3.349e − 5 | 0.846 |
| SAR [31] | Min | 0.716 | 4.82e − 16 | 8.16e − 7 | 1.651 | Max | 11.05 | 5.61e − 14 | 2.94e − 6 | 3.287 | Mean | 4.13 | 5.29e − 15 | 1.19e − 6 | 0.201 | Std | 3.62 | 2.46e − 14 | 4.36e − 7 | 0.146 |
| TEO [32] | Min | 0.356 | 9.208e − 21 | 4.192e − 9 | 3.062e − 9 | Max | 15.349 | 11.193e − 19 | 5.930e − 8 | 9.836e − 8 | Mean | 9.3462 | 34.255e − 19 | 3.591e − 8 | 3.491e − 8 | Std | 2.896 | 3.673e − 19 | 5.086e − 9 | 2.038e − 9 |
| ITEO | Min | 0.00 | 8.376e − 22 | 6.956e − 10 | 6.763e − 13 | Max | 4.207 | 3.205e − 21 | 3.907e − 9 | 6.358e − 12 | Mean | 3.164 | 1.343e − 21 | 1.2084e − 9 | 1.928e − 12 | Std | 1.237 | 2.934e − 21 | 3.666e − 10 | 1.117e − 13 |
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