Research Article
[Retracted] CoySvM-(GeD): Coyote Optimization-Based Support Vector Machine Classifier for Cancer Classification Using Gene Expression Data
Table 1
Comparative performance of conventional methods with the developed CoySVM.
| Methods | Colon cancer | Breast cancer | Precision | Recall | F-measure | Precision | Recall | F-measure |
| ANN | 75.55 | 76.20 | 79.09 | 84.46 | 89.12 | 86.26 | DT | 77.98 | 79.14 | 80.42 | 87.18 | 91.38 | 87.55 | SVM | 79.21 | 80.01 | 80.78 | 91.23 | 91.43 | 87.58 | CNN | 79.27 | 80.51 | 85.60 | 91.67 | 91.78 | 87.69 | Modified KNN | 79.67 | 81.30 | 90.18 | 91.68 | 91.82 | 88.80 | FMR | 80.33 | 81.71 | 91.44 | 91.82 | 91.88 | 88.92 | DSSAENN | 81.12 | 82.09 | 93.57 | 92.75 | 92.42 | 90.58 | Proposed CoySVM | 87.60 | 95.67 | 98.09 | 93.65 | 92.98 | 95.00 |
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