Bayesian optimization.
Published in Figshare • Jan 7, 2025
Authors:,,
Kevin P. Greenman (17703253)
Ava P. Amini (15853140)
Kevin K. Yang (4528963)
Abstract
<p>(A-C) Bayesian optimization in protein sequence-function prediction. % of top-100 scores in training set found for the CNN ensemble, CNN evidential, and GP methods evaluated on the AAV/Random (A), Meltome/Random (B), and GB1/Random (C) splits. The “greedy” strategy acquired sequences with the bes...
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