Using Decision Tree Aggregation with Random Forest Model to Identify Gut Microbes Associated with Colorectal Cancer

Using Decision Tree Aggregation with Random Forest Model to Identify Gut Microbes Associated with Colorectal Cancer

The imbalance of human gut microbiota has been associated with colorectal cancer. In recent years, metagenomics research has provided a large amount of scientific data enabling us to study the dedicated roles of gut microbes in the onset and progression of cancer. We removed unrelated and redundant...

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Bibliographic Details
Main Authors: Dongmei Ai, Hongfei Pan, Rongbao Han, Xiaoxin Li, Gang Liu, Li C. Xia
Format: Article
Language:English
Published: MDPI AG 2019-02-01
Series:Genes
Subjects:
microbial relative abundances
random forest
colorectal cancer
microbial community analysis
mutual information
Online Access:https://www.mdpi.com/2073-4425/10/2/112

Internet

https://www.mdpi.com/2073-4425/10/2/112

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