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. 2021 Feb 24;26(5):1209. doi: 10.3390/molecules26051209

Table 1.

For each fragment length (training dataset), the generated distribution of BackboneScores is computed and summarized via its mean, median, minimum, and maximum values.

FL Vanilla GAN
Mean Med Min Max
128 125.31 126 94 127
64 62.82 63 48 63
16 12.75 13 9 15
9 4.02 4 0 6
6 2.93 3 0 4
FL Vanilla GAN + SpecNorm
Mean Med Min Max
128 125.04 126 101 127
64 62.83 63 18 63
16 12.62 13 11 14
9 5.99 6 3 6
6 0.01 0 0 2
FL Vanilla GAN + VBN
Mean Med Min Max
128 127.00 127.0 127 127
64 49.08 61 0 63
16 15.00 15 13 15
9 7.94 8 4 8
6 4.98 5 3 5
FL WGAN
Mean Med Min Max
128 51.94 49 0 127
64 25.56 24 0 63
16 0.005 0 0 10
9 5.52 6 0 8
6 0.47 0 0 5