A Machine Learning Pipeline for Cancer Detection on Microarray Data: The Role of Feature Discretization and Feature Selection

A Machine Learning Pipeline for Cancer Detection on Microarray Data: The Role of Feature Discretization and Feature Selection

Early disease detection using microarray data is vital for prompt and efficient treatment. However, the intricate nature of these data and the ongoing need for more precise interpretation techniques make it a persistently active research field. Numerous gene expression datasets are publicly availabl...

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Bibliographic Details
Main Authors: Adara Nogueira, Artur Ferreira, Mário Figueiredo
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:BioMedInformatics
Subjects:
cancer detection
classification
feature discretization
feature selection
gene expression data
machine learning
Online Access:https://www.mdpi.com/2673-7426/3/3/40

Internet

https://www.mdpi.com/2673-7426/3/3/40

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