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Table 1 Performance of the optimizer with different acquisition functions on the Iridium photocatalysis data set

From: Robustness under parameter and problem domain alterations of Bayesian optimization methods for chemical reactions

Acquisition Function

#Runs finding global maximum

#Runs finding second-highest

Random

11

19

Expected Improvement

23

27

Thompson Sampling

19

28