Table 7 Prediction errors of support vector machine and permanental classification using common and rare variants
Number of common and rare variants | (10,10) | (50,50) | (100,100) | (200,200) |
|---|---|---|---|---|
Radial kernel SVM (training) | 0.0195 | 0.0067 | 0.0067 | 0.0067 |
Radial kernel SVM (testing) | 0.1350 | 0.1351 | 0.1350 | 0.1301 |
Permanental classification (training) | 0.0943 | 007137 | 0.0631 | 0.0513 |
Permanental classification (testing) | 0.1433 | 0.1330 | 0.1300 | 0.1300 |