A Generic-Driven Wrapper Embedded With Feature-Type-Aware Hybrid Bayesian Classifier for Breast Cancer Classification

A Generic-Driven Wrapper Embedded With Feature-Type-Aware Hybrid Bayesian Classifier for Breast Cancer Classification

Breast cancer is one of the most common cancers diagnosed in women. For preventive diagnosis, feature selection is an essential step to construct the breast cancer classifier. The features of a real breast cancer dataset are usually composed of discrete and continuous ones. Also, the Area Under the...

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Bibliographic Details
Main Authors: Qiqige Wuniri, Wei Huangfu, Yaxi Liu, Xiaoli Lin, Liyuan Liu, Zhigang Yu
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Feature selection
breast cancer diagnosis
Bayesian classification
kernel function
one-class F-score
Online Access:https://ieeexplore.ieee.org/document/8784151/

Internet

https://ieeexplore.ieee.org/document/8784151/

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