Comparison of Oversampling Techniques on Minority Data Using Imbalance Software Defect Prediction Dataset

Software Defect Prediction Dataset as a component of the Software Defect Prediction model has a very vital role. However, NASA Software Defect Prediction has a problem with imbalance in minority data. This study compares the performance of oversampling techniques in overcoming this. A total of 90 ov...

Full description

Saved in:
Bibliographic Details
Main Authors: Deni Hidayat, Lindung Parningotan Manik
Format: Article
Language:English
Published: Politeknik Negeri Batam 2024-11-01
Series:Journal of Applied Informatics and Computing
Subjects:
Online Access:https://jurnal.polibatam.ac.id/index.php/JAIC/article/view/8605
Tags: Add Tag
No Tags, Be the first to tag this record!