ERBB2 and neoplasm: When only HER2 tumours were analysed, using an AR for PET image intensity discretisation, the best performance was observed equally for C and C+M models using LR classifiers with the least absolute shrinkage and selection operator (LASSO) penalisation for feature selection, on weighted data, with a mean balanced accuracy of 0.64, as shown in Figure 5.