SOM-US: A Novel Under-Sampling Technique for Handling Class Imbalance Problem

A significant research challenge in data mining and machine learning is class imbalance classification since the majority of real-world datasets are imbalanced. When the dataset is highly unbalanced, the majority of available classification techniques frequently underperform on minority-class cases....

Full description

Bibliographic Details
Main Author: Ajay Kumar
Format: Article
Language:English
Published: Croatian Communications and Information Society (CCIS) 2024-03-01
Series:Journal of Communications Software and Systems
Subjects:
Online Access:https://jcoms.fesb.unist.hr/10.24138/jcomss-2023-0133/