The 100:0 and 50:50 data partitions have comparable F1 scores for both tumor cells, 0.9 for Ki67− and 0.8 for Ki67+, but it is evident from the visual results that artifacts, nontumor cells/tissue and folds would create challenges in the 100:0 datasplit. This evidence concerns the gene MKI67 and neoplasm.