Article ID Journal Published Year Pages File Type
6371342 Journal of Theoretical Biology 2012 10 Pages PDF
Abstract
► We propose multi-kernel transfer learning model for protein submitochondria localization. ► We conduct a comprehensive survey of GO-based model performance. ► We quantitatively survey how much GO knowledge should be transferred. ► The noise from homologous GO knowledge transfer is properly depressed. ► The risk of performance overestimation for novel proteins is greatly reduced.
Related Topics
Life Sciences Agricultural and Biological Sciences Agricultural and Biological Sciences (General)
Authors
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