Ensemble learning with imbalanced data handling in the early detection of capital markets

Ensemble learning with imbalanced data handling in the early detection of capital markets

Research aims: This study aims to create an early detection model to predict events in the Indonesian capital market. Design/Methodology/Approach: A quantitative study comparing ensemble learning models with imbalanced data handling detected early capital market events. This study used five ensemble...

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Bibliographic Details
Main Authors: Putri Auliana Rifqi Mukhlashin, Anwar Fitrianto, Agus M Soleh, Wan Zuki Azman Wan Muhamad
Format: Article
Language:English
Published: Universitas Muhammadiyah Yogyakarta 2023-05-01
Series:Journal of Accounting and Investment
Subjects:
capital market
early detection
ensemble learning
imbalance class
risk event
Online Access:https://journal.umy.ac.id/index.php/ai/article/view/17970

Internet

https://journal.umy.ac.id/index.php/ai/article/view/17970

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