Enhancement of Classifier Performance Using Swarm Intelligence in Detection of Diabetes from Pancreatic Microarray Gene Data

Enhancement of Classifier Performance Using Swarm Intelligence in Detection of Diabetes from Pancreatic Microarray Gene Data

In this study, we focused on using microarray gene data from pancreatic sources to detect diabetes mellitus. Dimensionality reduction (DR) techniques were used to reduce the dimensionally high microarray gene data. DR methods like the Bessel function, Discrete Cosine Transform (DCT), Least Squares L...

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Bibliographic Details
Main Authors: Dinesh Chellappan, Harikumar Rajaguru
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Biomimetics
Subjects:
microarray gene data
type II DM
dimensionality reduction (DR)
classification techniques
feature selection
LR
Online Access:https://www.mdpi.com/2313-7673/8/6/503

Internet

https://www.mdpi.com/2313-7673/8/6/503

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