Evo-PU enhances protein function prediction by modeling evolutionary mutation processes within a positive-unlabeled framework to correct for survivorship bias in single-organism sequence data.
For each choice of k, we perform 10-fold cross-validation and select the best k based on the average AUC
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Better Protein Function Prediction by Modeling Survivorship Bias
Evo-PU enhances protein function prediction by modeling evolutionary mutation processes within a positive-unlabeled framework to correct for survivorship bias in single-organism sequence data.