Figure 6.

hERG augmented data set results for all valid models. Efficiency is expressed in terms of prediction interval width at a fixed confidence of 0.8; smaller values are preferable. The colored areas correspond to the 95% CI computed from the ten replicate runs. The overall results are similar to those in Figure 4 but with CCP_AT performing slightly worse here. CCP_AT and CCP_new strategies are mostly overlapping but with CCP_AT having a small advantage in the last two panels and the two largest sizes of A_new.