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Table 3 Prediction errors of logistic regression with multiple single-nucleotide polymorphisms across different data sets and number of single-nucleotide polymorphisms included

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

Number of SNPs

SIMPHEN.1

SIMPHEN.2

SIMPHEN.3

SIMPHEN.4

SIMPHEN.5

 

Training

Testing 1

Testing 2

Testing 3

Testing 4

0

0.221

0.232

0.223

0.216

0.228

5

0.211

0.229

0.218

0.210

0.228

10

0.189

0.230

0.225

0.207

0.223

15

0.190

0.234

0.224

0.208

0.225

20

0.188

0.242

0.229

0.213

0.235

  1. SNP, single-nucleotide polymorphism.
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BMC Proceedings

ISSN: 1753-6561

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