Gene Expression Value Prediction Based on XGBoost Algorithm

Gene Expression Value Prediction Based on XGBoost Algorithm

Gene expression profiling has been widely used to characterize cell status to reflect the health of the body, to diagnose genetic diseases, etc. In recent years, although the cost of genome-wide expression profiling is gradually decreasing, the cost of collecting expression profiles for thousands of...

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Bibliographic Details
Main Authors: Wei Li, Yanbin Yin, Xiongwen Quan, Han Zhang
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-11-01
Series:Frontiers in Genetics
Subjects:
gene expression value
landmark gene
target gene
regression method
XGBoost
absolute error
Online Access:https://www.frontiersin.org/article/10.3389/fgene.2019.01077/full

Internet

https://www.frontiersin.org/article/10.3389/fgene.2019.01077/full

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