Handling Imbalance Data using Hybrid Sampling SMOTE-ENN in Lung Cancer Classification

MA Latief, LR Nabila… - International …, 2024 - journal.universitasbumigora.ac.id
The classification problem is one instance of a problem that is typically handled or resolved
using machine learning. When there is an imbalance in the classes within the data, machine …

Unbalanced Timeliness of Financial Reporting Data Classification Using Random Forest with SMOTE

E Hayati, F Nurjanah, FK Laili - Inform: Jurnal Ilmiah Bidang …, 2024 - ejournal.unitomo.ac.id
This study aims to apply the Random Forest method with SMOTE to address unbalanced
data on company classifications based on the timeliness of financial reports. The data used …