- Article
Comparison between Statistical Models and Machine Learning Methods on Classification for Highly Imbalanced Multiclass Kidney Data
- Bomi Jeong,
- Hyunjeong Cho,
- Jieun Kim,
- Soon Kil Kwon,
- SeungWoo Hong,
- ChangSik Lee,
- TaeYeon Kim,
- Man Sik Park,
- Seoksu Hong and
- Tae-Young Heo
This study aims to compare the classification performance of statistical models on highly imbalanced kidney data. The health examination cohort database provided by the National Health Insurance Service in Korea is utilized to build models with vario...

