Table 6.
Non-SVM | MC-SVM | PSO-SVM | |||||
---|---|---|---|---|---|---|---|
Dataset | KNN | BMI | IG | OVR | OVO | DAG | OVR |
Squamous-cell carcinoma | 81.51 | 84.33 | 81.11 | 80.3 | 82.34 | 81.36 | 86.03 |
Small-cell carcinoma | 68.41 | 81.32 | 822 | 70.37 | 79.23 | 77.83 | 84.34 |
Large-cell carcinoma | 83.21 | 97.01 | 95.2 | 97.34 | 91.23 | 97.23 | 98.57 |
Adenocarcinoma | 72.21 | 100 | 98.01 | 84.1 | 87.2 | 89.51 | 100 |