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. 2021 Aug 5;12:709500. doi: 10.3389/fgene.2021.709500

TABLE 5.

Evaluation of the similarity of the generated molecules.

Model test
FCD (↓)
SNN (↑)
Frag (↑)
Scaff (↑)
Data Model Test TestSF Test TestSF Test TestSF Test TestSF
Aliphatic Rings Mol-CycleGAN 0.574 0.600 0.498 0.486 0.954 0.475 0.277 0.090
LA-CycleGAN 0.568 0.600 0.502 a 0.493 0.963 0.664 0.374 0.108
Aromatic Rings Mol-CycleGAN 0.391 0.047 0.142 0.467 0.142 0.109 0.563 0.157
LA-CycleGAN 0.361 0.046 0.481 0.471 0.166 0.471 0.577 0.199
HBA Mol-CycleGAN 0.389 0.442 0.479 0.464 0.331 0.473 0.759 0.134
LA-CycleGAN 0.382 0.417 0.479 0.468 0.347 0.514 0.799 0.141
HBD Mol-CycleGAN 0.392 0.444 0.480 0.464 0.318 0.456 0.660 0.137
LA-CycleGAN 0.384 0.330 0.480 0.468 0.328 0.486 0.689 0.137

aThe bolded data in Table 5 represents the best value for the column.