Support Vector Machine Classifier Model | |||||||||
Degree = 2 | Degree = 3 | Degree = 4 | Degree = 5 | Degree = 10 | |||||
C | Accuracy (%) | C | Accuracy (%) | C | Accuracy (%) | C | Accuracy (%) | C | Accuracy (%) |
10 | 98.78 | 10 | 99.39 | 10 | 99.20 | 10 | 99.06 | 10 | 99.06 |
50 | 99.25 | 50 | 99.29 | 50 | 98.97 | 50 | 99.06 | 50 | 99.06 |
100 | 99.34 | 100 | 99.20 | 100 | 98.97 | 100 | 99.06 | 100 | 99.06 |
500 | 99.25 | 500 | 99.06 | 500 | 98.97 | 500 | 99.06 | 500 | 99.06 |
1000 | 99.15 | 1000 | 99.11 | 1000 | 98.97 | 1000 | 99.06 | 1000 | 99.06 |
10,000 | 99.20 | 10,000 | 99.11 | 10,000 | 98.97 | 10,000 | 99.06 | 10,000 | 99.06 |