Figure 3

Success Rate Analysis. This is a summary of success rate as shown in figure 2 across a wide range of sample sizes and heritabilities. Within each heritability the success rates for all five genetic models for that heritability are averaged. The x-axis for each plot corresponds to the percentiles as in figure 2. Across these situations, SuRF alone performs as well as TuRF when filtering to the 75^thpercentile of SNPs. SURF outperforms ReliefF, the tuned approaches outperform the non-tuned approaches when using a more stringent filter (i.e. 99^thand 95^thpercentiles), and SURF & TuRF outperforms TuRF with ReliefF.