“…In the total synthesis of anatural product, seimatopolide A [13] (Figure 4c), popular reactions were ranked among the top five positions by all three methods.I nc ontrast, less frequent ones (zero or one occurrences in the training set) like Prins cyclization constructing at etrahydropyran core,r eductive opening of at etrahydropyran ring, or stereoselective aaminooxylation of an aldehyde followed by reduction, were ranked significantly worse by SW2 + (ranks #173, #100, and #230, respectively) than by both ICHO + and SMALLER. An analogous trend is seen in Aggarwalss ynthesis [14] of ap rostaglandin analogue,b imatoprost (Figure 4d): popular reactions are ranked top ten by both ICHO + and SW2 + but only the former ranks more specialized reactions better (for example,t he ozonolysis of as ilyl enol ether followed by addition of NaBH 4, producing achiral alcohol).…”