PredLnc-GFStack: A Global Sequence Feature Based on a Stacked Ensemble Learning Method for Predicting lncRNAs from Transcripts

PredLnc-GFStack: A Global Sequence Feature Based on a Stacked Ensemble Learning Method for Predicting lncRNAs from Transcripts

Long non-coding RNAs (lncRNAs) are a class of RNAs with the length exceeding 200 base pairs (bps), which do not encode proteins, nevertheless, lncRNAs have many vital biological functions. A large number of novel transcripts were discovered as a result of the development of high-throughput sequencin...

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Bibliographic Details
Main Authors: Shuai Liu, Xiaohan Zhao, Guangyan Zhang, Weiyang Li, Feng Liu, Shichao Liu, Wen Zhang
Format: Article
Language:English
Published: MDPI AG 2019-09-01
Series:Genes
Subjects:
lncRNA prediction
genetic algorithm
stacked ensemble learning
global sequence features
feature selection
Online Access:https://www.mdpi.com/2073-4425/10/9/672

Internet

https://www.mdpi.com/2073-4425/10/9/672

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