An Improved SVM-RFE Based on <inline-formula> <tex-math notation="LaTeX">$F$ </tex-math></inline-formula>-Statistic and mPDC for Gene Selection in Cancer Classification

As two major parts for tackling high-dimensional cancer microarray gene data sets, feature selection and classification have attracted an increasing interest in academia and medical community. Since cancer gene expression data sets have small samples, high dimensionality, and class imbalance problem...

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Bibliographic Details
Main Authors: Kangyang Luo, Guoqiang Wang, Qian Li, Jiyuan Tao
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8865041/