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Your search keyword '"Chen, Guanyan"' showing total 2 results
Start Over Author "Chen, Guanyan" Topic support vector machine (svm)
2 results on '"Chen, Guanyan"'

2. Predicting Gram-positive bacterial protein subcellular localization based on localization motifs

Author

Hu, Yinxia, Li, Tonghua, Sun, Jiangming, Tang, Shengnan, Xiong, Wenwei, Li, Dapeng, Chen, Guanyan, and Cong, Peisheng

Subjects
*PREDICTION theory, *GRAM-positive bacteria, *BACTERIAL proteins, *PERFORMANCE, *EXPERIMENTS, *ACCURACY
Abstract

Abstract: The subcellular localization of proteins is closely related to their functions. In this work, we propose a novel approach based on localization motifs to improve the accuracy of predicting subcellular localization of Gram-positive bacterial proteins. Our approach performed well on a five-fold cross validation with an overall success rate of 89.5%. Besides, the overall success rate of an independent testing dataset was 97.7%. Moreover, our approach was tested using a new experimentally-determined set of Gram-positive bacteria proteins and achieved an overall success rate of 96.3%. [Copyright &y& Elsevier]

Published
2012
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