PredictEFC: a fast and efficient multi-label classifier for predicting enzyme family classes

PredictEFC: a fast and efficient multi-label classifier for predicting enzyme family classes

Abstract Background Enzymes play an irreplaceable and important role in maintaining the lives of living organisms. The Enzyme Commission (EC) number of an enzyme indicates its essential functions. Correct identification of the first digit (family class) of the EC number for a given enzyme is a hot t...

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Bibliographic Details
Main Authors: Lei Chen, Chenyu Zhang, Jing Xu
Format: Article
Language:English
Published: BMC 2024-01-01
Series:BMC Bioinformatics
Subjects:
Enzymes
Family class
Multi-label classification
Functional domain
Dimension reduction
Random forest
Online Access:https://doi.org/10.1186/s12859-024-05665-1

Internet

https://doi.org/10.1186/s12859-024-05665-1

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