Improving Support Vector Machine Performance using Modified Similarity Distance Plotting-Data Reduction

The Support Vector Machine (SVM) is well-regarded for its high classification accuracy, but its computational efficiency is often challenged by large datasets. To address this, we introduce the Similarity Distance Plotting-Data Reduction (SDP-DR) method, a novel instance selection technique aimed at...

Full description

Bibliographic Details

Main Authors:	Abdul Muqtasid, Rushdi, Mohammad, Hossin, Norita, Norwawi
Format:	Article
Language:	en
Published:	University of Bahrain 2025
Subjects:	QA75 Electronic computers. Computer science
Online Access:	http://ir.unimas.my/id/eprint/50777/1/Improving%20Support.pdf http://ir.unimas.my/id/eprint/50777/ https://journal.uob.edu.bh/items/d9950900-7e0b-4bce-ade3-a99ffdcebff3 http://dx.doi.org/10.12785/ijcds/1571153312
Tags:	Add Tag No Tags, Be the first to tag this record!