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. 2020 Sep 14;11(40):10959–10972. doi: 10.1039/d0sc04184j

Study of the effect of c value on the success rate for UCT type MCTS variants. The tests here are 30 s tree expansion on the same test set as in Fig. 3. Here the values of compounds in the buyable catalogue are set to 1.

MCTS variants c value Success rate
Test set Training set
UCT-V c = 0.1 0.548 0.584
c = 1 0.505 0.552
mUCT-V c = 0.1 0.533 0.570
graphic file with name d0sc04184j-t11.jpg 0.564 0.602