An enhanced random forest approach using CoClust clustering: MIMIC-III and SMS spam collection application

An enhanced random forest approach using CoClust clustering: MIMIC-III and SMS spam collection application

Abstract The random forest algorithm could be enhanced and produce better results with a well-designed and organized feature selection phase. The dependency structure between the variables is considered to be the most important criterion behind selecting the variables to be used in the algorithm dur...

Full description

Bibliographic Details
Main Authors: Zeynep Ilhan Taskin, Kasirga Yildirak, Cagdas Hakan Aladag
Format: Article
Language:English
Published: SpringerOpen 2023-03-01
Series:Journal of Big Data
Subjects:
CoClust
Random forest
Copula
Feature selection
MIMIC-III
Online Access:https://doi.org/10.1186/s40537-023-00720-9

Internet

https://doi.org/10.1186/s40537-023-00720-9

Similar Items