From: SNPs selection using support vector regression and genetic algorithms in GWAS
Real Database | # SNPs | Kernel | ||
---|---|---|---|---|
Linear | RBF | PUK | ||
Database without QC before GA | 6,512 | 0.81 (0.08) | 0.81(0.08) | 0.81 (0.08) |
Database without QC after GA | 3,073 | 0.84(0.07) | 0.67(0.14) | 0.84(0.07) |
Database with QC before GA | 3,357 | 0.80(0.08) | 0.75(0.08) | 0.80(0.08) |
Database with QC after GA | 1,073 | 0.82(0.08) | 0.44(0.25) | 0.81(0.08) |