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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Номзүйн дэлгэрэнгүй

Үндсэн зохиолчид:	Dinesh Chellappan, Harikumar Rajaguru
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	MDPI AG 2023-10-01
Цуврал:	Biomimetics
Нөхцлүүд:	microarray gene data type II DM dimensionality reduction (DR) classification techniques feature selection LR
Онлайн хандалт:	https://www.mdpi.com/2313-7673/8/6/503
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!