Fig. 5. Distribution of the combined property function (Fcomb) for the molecules suggested by each search approach. The grey distribution shows the distribution of the benchmark dataset. The black distribution shows the distribution from the BO-Learned search algorithm for comparison. The pink dashed line shows the threshold to have target property above 0 and the red dashed line shows the Fcomb of the best molecule in the benchmark.
