Figure 3From: Determination of sample size for a multi-class classifier based on single-nucleotide polymorphisms: a volume under the surface approachTotal sample sizes needed for classification to poorly-separated HapMap populations CHB, JTP, and CHD. For the linear classifier based on the SNP data from the three populations, the estimated learning curve gives the required total sample size for different values of the threshold, γ, satisfying VUS ( ∞ ) ̂ − VUS ( n ) ̂ <γ. Here, ρ = 1, α = 0.1, m = 92, and VUS ( ∞ ) ̂ =0.6178.Back to article page