Figure 4
From: Machine learning based analyses on metabolic networks supports high-throughput knockout screens
Comparison of our machine learning predictions, FBA and the experimental data, according to different pathways. For each pathway of KEGG [24], the lowest bars represent the experimental result (KEIO), reactions are grouped into non-essential (left, blue) and essential (right, magenta). The mid and top bars show the prediction results of our machine learning approach and flux balance analyses, respectively. Larger differences between the machine learning prediction and the FBA were in the amino acid metabolism and lipid metabolism.