PCA based feature extraction and MPSO based feature selection for gene expression microarray medical data classification

PCA based feature extraction and MPSO based feature selection for gene expression microarray medical data classification

In this paper, a novel Multi Class based Feature Extraction (MC-FE) method has been proposed for medical data classification. Genomic datasets, or gene expression-based microarray medical datasets, are categorised for cancer diagnosis. The first stage involves applying a feature extraction technique...

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Bibliographic Details
Main Authors: Abdul Razzaque, Dr Abhishek Badholia
Format: Article
Language:English
Published: Elsevier 2024-02-01
Series:Measurement: Sensors
Subjects:
Support vector machine (SVM)
Naïve bayesian
KNN
PCA
PSO
Medical data
Online Access:http://www.sciencedirect.com/science/article/pii/S2665917423002817

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http://www.sciencedirect.com/science/article/pii/S2665917423002817

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