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Table 6 Prediction errors of support vector machine and permanental classification using rare variants

From: Comparing logistic regression, support vector machines, and permanental classification methods in predicting hypertension

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

  1. SNP, single-nucleotide polymorphism; SVM, support vector machine.
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BMC Proceedings

ISSN: 1753-6561

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