Classification of lung cancer using ensemble-based feature selection and machine learning methods

Cai, Zhihua; Xu, Dong; Zhang, Qing; Zhang, Jiexia; Ming Ngai, Sai; Shao, Jianlin

doi:10.1039/c4mb00659c

Public

Classification of lung cancer using ensemble-based feature selection and machine learning methods

Published in Molecular BioSystems • Dec 5, 2014

Authors:

Zhihua Cai

Dong Xu

Qing Zhang

Abstract

Lung cancer is one of the leading causes of death worldwide. There are three major types of lung cancers, non-small cell lung cancer (NSCLC), small cell lung cancer (SCLC) and carcinoid. NSCLC is further classified into lung adenocarcinoma (LADC), squamous cell lung cancer (SQCLC) as well as large c...

Subject

Feature selection

Ensemble learning

Selection (genetic algorithm)

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