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Self-assembling peptides with high AP score with log P < −4 found via active learning; in each case, the models find peptides above the maximum and mean values from the random set (red and blue lines, respectively). The trend seems to be at a restriction of this magnitude; the larger the data set, the better the model is able to learn.
