A novel gene selection algorithm for cancer classification using microarray datasets

A novel gene selection algorithm for cancer classification using microarray datasets

Abstract Background Microarray datasets are an important medical diagnostic tool as they represent the states of a cell at the molecular level. Available microarray datasets for classifying cancer types generally have a fairly small sample size compared to the large number of genes involved. This fa...

Full description

Bibliographic Details
Main Authors: Russul Alanni, Jingyu Hou, Hasseeb Azzawi, Yong Xiang
Format: Article
Language:English
Published: BMC 2019-01-01
Series:BMC Medical Genomics
Subjects:
Gene selection
Gene expression programming
Support vector machine
Microarray cancer dataset
Online Access:http://link.springer.com/article/10.1186/s12920-018-0447-6

Similar Items

Similar Items