STUDI KOMPARASI METODE SVM-SMOTE DAN SMOTE-TOMEK DALAM MENGATASI IMBALANCE CLASS MENGGUNAKAN MODEL XGBOOST PADA KLASIFIKASI RUMAH TANGGA PENERIMA KUR

This study aims to compare the SMOTE, SVM-SMOTE, and SMOTE-Tomek methods using the XGBoost model in overcoming the problem of class imbalance and to determine the factors that affect the status of KUR recipients in West Java Province. Three XGBoost models with class balancing techniques SMOTE, SVM-S...

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Bibliographic Details
Main Authors: Eka Dicky Darmawan Yanuari, Rachmat Bintang Yudhianto, Ratu Risha Ulfia, Bagus Sartono, Aulia Rizki Firdawanti
Format: Article
Language:English
Published: Universitas Bina Bangsa 2024-12-01
Series:Jurnal Lebesgue
Subjects:
Online Access:https://lebesgue.lppmbinabangsa.id/index.php/home/article/view/857
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