Performance of NHP ex vivo dosimetry models with unconverted and converted human expression values. Unconverted and converted values by various conversion models applied to four selected NHP dosimetry models, and percentage accuracy dose prediction measured by LOOCV. Panel A: Bayesian Ridge. Panel B: Ada Boost. For mean-converted values (Ave) and regression-converted values (Regr) for single-gene-based conversion, fitting values are shown. BR = Bayesian Ridge, EN = Elastic Net, LS = Least Squares, RI = Ridge, AB = Ada Boost, ET = Extra Tress, GB = Gradient Boost, RF = Random Forests.