Performance Comparison of Decision Tree, Random Forest, and XGBoost Models; and Its Interpretability using SHAP for Recognizing the Necessity of Caesareans Section of Childbirth

Type of Publication

Journal Article

Citation

Heryadi . Y, Kartowisastro I. H and Sunge A. S. (2022). Performance Comparison of Decision Tree, Random Forest, and XGBoost Models; and Its Interpretability using SHAP for Recognizing the Necessity of Caesareans Section of Childbirth . ICIC Express Letters,

ISSN

1881-803X

Published Year

2022

Volume

Page

URL

https://research.binus.ac.id/publication/3D82C0ED-040D-41DB-8BC2-346A6A285BDF/performance-comparison-of-decision-tree-random-forest-and-xgboost-models-and-its-interpretability-using-shap-for-recognizing-the-necessity-of-caesareans-section-of-childbirth/

Author(s)

Dr. Ir. Yaya Heryadi, M.Sc.
Iman Herwidiana Kartowisastro, Ph.D.
Aswan Supriyadi Sunge

Dr. Ir. Yaya Heryadi, M.Sc.

Iman Herwidiana Kartowisastro, Ph.D.

Aswan Supriyadi Sunge