Detecting Succinylation sites from protein sequences using ensemble support vector machine

Detecting Succinylation sites from protein sequences using ensemble support vector machine

Abstract Background Lysine succinylation is a new kind of post-translational modification which plays a key role in protein conformation regulation and cellular function control. To understand the mechanism of succinylation profoundly, it is necessary to identify succinylation sites in proteins accu...

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Bibliographic Details
Main Authors: Qiao Ning, Xiaosa Zhao, Lingling Bao, Zhiqiang Ma, Xiaowei Zhao
Format: Article
Language:English
Published: BMC 2018-06-01
Series:BMC Bioinformatics
Subjects:
Predict succinylation sites
Multiple features
Grey pseudo amino acid composition
Information gain
SVM
Ensemble learning algorithm
Online Access:http://link.springer.com/article/10.1186/s12859-018-2249-4

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http://link.springer.com/article/10.1186/s12859-018-2249-4

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