Breast Tumor Classification Using an Ensemble Machine Learning Method

Breast Tumor Classification Using an Ensemble Machine Learning Method

Breast cancer is the most common cause of death for women worldwide. Thus, the ability of artificial intelligence systems to detect possible breast cancer is very important. In this paper, an ensemble classification mechanism is proposed based on a majority voting mechanism. First, the performance o...

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Bibliographic Details
Main Authors: Adel S. Assiri, Saima Nazir, Sergio A. Velastin
Format: Article
Language:English
Published: MDPI AG 2020-05-01
Series:Journal of Imaging
Subjects:
breast cancer tumor
classification
majority-based voting mechanism
multilayer perceptron learning network
simple logistic regression
stochastic gradient descent learning
Online Access:https://www.mdpi.com/2313-433X/6/6/39

Internet

https://www.mdpi.com/2313-433X/6/6/39

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