Classes corresponding to higher-grade Gleason patterns (other GP4 subtypes, GP5) and prostatic intraepithelial neoplasia (PIN) were largely underrepresented or absent in the training set, and consequently, their classification accuracies were close to a random classifier. This evidence concerns the gene GP5 and prostate intraepithelial neoplasia.