According to the discussion of data modelability in Section 3.2, as expected, IAV M2 proton channel target had the lowest MCC values for all three top models in each validation phase. This result emphasized the importance of the minimum amount of compounds, and reinforced the relevance of implementing several criteria while selecting and analyzing molecular targets to develop reliable and useful ML models.