A novel collaborative filtering model for LncRNA-disease association prediction based on the Naïve Bayesian classifier

Jingwen Yu; Zhanwei Xuan; Xiang Feng; Quan Zou; Lei Wang

doi:10.1186/s12859-019-2985-0

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A novel collaborative filtering model for LncRNA-disease association prediction based on the Naïve Bayesian classifier

Jingwen Yu Zhanwei Xuan Xiang Feng Quan Zou Lei Wang

Year: 2019 Journal: BMC Bioinformatics Vol: 20 (1)Pages: 396-396 Publisher: BioMed Central

DOI: 10.1186/s12859-019-2985-0

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Abstract

According to simulation results, due to the satisfactory prediction performance, CFNBC may be an excellent addition to biomedical researches in the future.

Keywords:

Computer science Classifier (UML) Machine learning Disease Artificial intelligence Bayesian network Cross-validation Bayesian probability Naive Bayes classifier Data mining Support vector machine Medicine

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Topics

Cancer-related molecular mechanisms research

Life Sciences → Biochemistry, Genetics and Molecular Biology → Cancer Research

Circular RNAs in diseases

Life Sciences → Biochemistry, Genetics and Molecular Biology → Molecular Biology

MicroRNA in disease regulation

Life Sciences → Biochemistry, Genetics and Molecular Biology → Cancer Research

A novel collaborative filtering model for LncRNA-disease association prediction based on the Naïve Bayesian classifier

Abstract

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Citation History

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