Table 3.
Accuracy of the test set.
| Test set precise rate (%) | SVM linear | SVM polynomial | SVM RFB | Decision tree |
|---|---|---|---|---|
| 0 | 95 | 95 | 38 | 75 |
| 20 | 88 | 88 | 35 | 70 |
| 40 | 85 | 85 | 37 | 68 |
| 60 | 86 | 86 | 38 | 60 |
| 80 | 82 | 82 | 40 | 65 |
Accuracy of the test set.
| Test set precise rate (%) | SVM linear | SVM polynomial | SVM RFB | Decision tree |
|---|---|---|---|---|
| 0 | 95 | 95 | 38 | 75 |
| 20 | 88 | 88 | 35 | 70 |
| 40 | 85 | 85 | 37 | 68 |
| 60 | 86 | 86 | 38 | 60 |
| 80 | 82 | 82 | 40 | 65 |