Table 4 Prediction rates of the SVM classifiers with different target populations
From: Identification of Type 2 Diabetes-associated combination of SNPs using Support Vector Machine
Target population | Sensitivity | Specificity | Overall accuracy | No. of SNPs for each combination |
|---|---|---|---|---|
Total | 0.567 | 0.739 | 0.653 | 14 SNPs |
Men# | 0.714 | 0.704 | 0.709 | 12 SNPs |
Women## | 0.715 | 0.696 | 0.706 | 19 SNPs |