10-Fold Cross-Validation Area-Under-the-Curve scores (mean ± st.dev.) of protein representation methods in five protein family inference tasks. Hist-8000 (results in bold) outperforms SoT in identifying proteins from all the 25 families tested here from the ProtVec study [17]. We note that for each set of protein sequences belonging to a family to be predicted, we randomly sampled the same number of sequences from other families from Swiss-Prot [41] to form the negative data for a balanced task dataset. For brevity we are showing the results for the top-5 families by number of proteins, see S1 File (supporting information) section ‘S

<p>10-Fold Cross-Validation Area-Under-the-Curve scores (mean ± st.dev.) of protein representation methods in five protein family inference tasks. Hist-8000 (results in bold) outperforms SoT in identifying proteins from all the 25 families tested here from the ProtVec study [<a href="h...

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