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Prediction errors of support vector machine and permanental classification using rare variants
| Number of SNPs | 10 | 50 | 100 | 200 |
|---|---|---|---|---|
| Radial kernel SVM (training) | 0.0795 | 0.0087 | 0.0087 | 0.0087 |
| Radial kernel SVM (testing) | 0.2484 | 0.2440 | 0.2432 | 0.2424 |
| Permanental classification (training) | 0.0843 | 0.0637 | 0.0711 | 0.0575 |
| Permanental classification (testing) | 0.2533 | 0.2330 | 0.2331 | 0.2303 |
SNP, single-nucleotide polymorphism; SVM, support vector machine.
