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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發表在:	Biomimetics
Main Authors:	Dinesh Chellappan, Harikumar Rajaguru
格式:	Article
語言:	英语
出版:	MDPI AG 2023-10-01
主題:	microarray gene data type II DM dimensionality reduction (DR) classification techniques feature selection LR
在線閱讀:	https://www.mdpi.com/2313-7673/8/6/503