Prediction of Extracellular Matrix Proteins by Fusing Multiple Feature Information, Elastic Net, and Random Forest Algorithm

Prediction of Extracellular Matrix Proteins by Fusing Multiple Feature Information, Elastic Net, and Random Forest Algorithm

Extracellular matrix (ECM) proteins play an important role in a series of biological processes of cells. The study of ECM proteins is helpful to further comprehend their biological functions. We propose ECMP-RF (extracellular matrix proteins prediction by random forest) to predict ECM proteins. Firs...

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Bibliographic Details
Main Authors: Minghui Wang, Lingling Yue, Xiaowen Cui, Cheng Chen, Hongyan Zhou, Qin Ma, Bin Yu
Format: Article
Language:English
Published: MDPI AG 2020-01-01
Series:Mathematics
Subjects:
extracellular matrix protein
multi-information fusion
synthetic minority oversampling technique
elastic net
random forest
Online Access:https://www.mdpi.com/2227-7390/8/2/169

Internet

https://www.mdpi.com/2227-7390/8/2/169

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