Figure 7
Root mean square error between exact and sampled win percentage. Box plots show the distribution of root mean square error as a function of the ratio between M and N. When the total sample size, M, is large relative to the number of feature sets to explore, N, the error approaches zero. The dashed line indicates the best-fit exponential function (Equation 2) that estimates the error given only M and N.