Zoo: Selecting Transcriptomic and Methylomic Biomarkers by Ensembling Animal-Inspired Swarm Intelligence Feature Selection Algorithms

Zoo: Selecting Transcriptomic and Methylomic Biomarkers by Ensembling Animal-Inspired Swarm Intelligence Feature Selection Algorithms

Biological omics data such as transcriptomes and methylomes have the inherent “large p small n” paradigm, i.e., the number of features is much larger than that of the samples. A feature selection (FS) algorithm selects a subset of the transcriptomic or methylomic biomarkers in order to build a bette...

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Bibliographic Details
Main Authors: Yuanyuan Han, Lan Huang, Fengfeng Zhou
Format: Article
Language:English
Published: MDPI AG 2021-11-01
Series:Genes
Subjects:
feature selection
swarm intelligence
machine learning
prediction
program code
Online Access:https://www.mdpi.com/2073-4425/12/11/1814

Internet

https://www.mdpi.com/2073-4425/12/11/1814

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