Conditional Random Field with Lasso and its Application to the Classification of Barley Genes Based on Expression Level Affected by Fungal Infection

The classification problem of gene expression level, more specifically, gene expression analysis, is a major research area in statistics. There are several classical methods to solve the classification problem. To apply Logistic Regression Model (LRM) and other classical methods, the observations in...

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Bibliographic Details
Main Author: Liu, Xiyuan
Format: Others
Published: North Dakota State University 2019
Online Access:https://hdl.handle.net/10365/29518