Comparing the Min–Max–Median/IQR Approach with the Min–Max Approach, Logistic Regression and XGBoost, Maximising the Youden Index

Comparing the Min–Max–Median/IQR Approach with the Min–Max Approach, Logistic Regression and XGBoost, Maximising the Youden Index

Although linearly combining multiple variables can provide adequate diagnostic performance, certain algorithms have the limitation of being computationally demanding when the number of variables is sufficiently high. Liu et al. proposed the min–max approach that linearly combines the minimum and max...

Full description

Bibliographic Details
Main Authors: Rocío Aznar-Gimeno, Luis M. Esteban, Gerardo Sanz, Rafael del-Hoyo-Alonso
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Symmetry
Subjects:
classification
linear combination
Youden index
min–max approach
min–max–median approach
min–max-IQR approach
Online Access:https://www.mdpi.com/2073-8994/15/3/756

Internet

https://www.mdpi.com/2073-8994/15/3/756

Similar Items