PREvaIL, an integrative approach for inferring catalytic residues using sequence, structural, and network features in a machine-learning framework

Journal of Theoretical Biology, pp. 125-137, 2018.

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Abstract:

•PREvaIL is a new method for inferring catalytic residues based on a comprehensive set of features.•Benchmarking experiments showed that PREvaIL achieved competitive performance.•It was able to capture useful signals to improve catalytic residue prediction.•PREvaIL can facilitate characterization and functional annotation of proteins.

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