Figure 2. Comparison using random splits and re-sampled test set.

Performance over 100 simulations using the test-train splitting approach proposed by Murray et al. (2011b). The Dirichlet sampling approach used by the Murray et al. (2011b) method produces testing sets that do not necessarily have CSMF distributions similar to the training set. InSilicoVA again demonstrates substantial performance improvements.