Fig. 15

Percentage prediction errors (PE) and model separation (ΔTS) in the adapted scenarios. Each box plot shows the distribution of PE or ΔTS over 100 different realizations of the data obtained in a single scheme. The red dots indicate the outliers which lie outside approximately 99.3 % coverage if the data is normally distributed. Black, blue and green boxes in the first row of graphs refer to the Sln1/Sho1, Sln1/WT and Sho1/WT schemes. Cyan boxes refer to the stratified cross-validation (SRCV) schemes. Gray and yellow boxes in the second row refer to the low doses and high doses schemes. The labels on the x-axis indicate the medians of the PE or ΔTS distribution summarized visually by the box plots. The axis labels in the ΔTS graphs show also the number of wrong decisions given in each scheme. In each graph, ten realizations with the highest PE or ΔTS are located above the black dashed line. The region above this line is compressed for visual ease. a PE obtained in adapted cell type scenario. b ΔTS obtained in adapted cell type scenario. c PE obtained in adapted dose scenario. d ΔTS obtained in adapted dose scenario