期刊文献+
共找到1篇文章
< 1 >
每页显示 20 50 100
Towards a better prediction of subcellular location of long non-coding RNA
1
作者 Zhao-Yue ZHANG Zi-Jie SUN +1 位作者 yu-he yang Hao LIN 《Frontiers of Computer Science》 SCIE EI CSCD 2022年第5期205-211,共7页
The spatial distribution pattern of long non-coding RNA(lncRNA)in cell is tightly related to their function.With the increment of publicly available subcellular location data,a number of computational methods have bee... The spatial distribution pattern of long non-coding RNA(lncRNA)in cell is tightly related to their function.With the increment of publicly available subcellular location data,a number of computational methods have been developed for the recognition of the subcellular localization of lncRNA.Unfortunately,these computational methods suffer from the low discriminative power of redundant features or overfitting of oversampling.To address those issues and enhance the prediction performance,we present a support vector machine-based approach by incorporating mutual information algorithm and incremental feature selection strategy.As a result,the new predictor could achieve the overall accuracy of 91.60%.The highly automated web-tool is available at lin-group.cn/server/iLoc-LncRNA(2.0)/website.It will help to get the knowledge of lncRNA subcellular localization. 展开更多
关键词 lncRNA subcellular localization support vector machine mutual information Web server
原文传递
上一页 1 下一页 到第
使用帮助 返回顶部