Table 7 Accuracy of each model (after testing) with different kernels
Kernels | Models | ||
|---|---|---|---|
SVM% | SVD-SVM% | CNN-SVM% | |
RBF kernel \((C = 10, \mathrm{gamma} = 0.01)\) | 86.67 | 88.33 | 93.67 |
Polynomial kernel \((C = 0.01, \mathrm{degree}=1)\) | 82.33 | 85.00 | 92.33 |
Kernels | Models | ||
|---|---|---|---|
SVM% | SVD-SVM% | CNN-SVM% | |
RBF kernel \((C = 10, \mathrm{gamma} = 0.01)\) | 86.67 | 88.33 | 93.67 |
Polynomial kernel \((C = 0.01, \mathrm{degree}=1)\) | 82.33 | 85.00 | 92.33 |