Confirming the statistically significant superiority of tree-based machine learning algorithms over their counterparts for tabular data

S Uddin, H Lu - Plos one, 2024 - journals.plos.org
Many individual studies in the literature observed the superiority of tree-based machine
learning (ML) algorithms. However, the current body of literature lacks statistical validation of …

A comparative evaluation of machine learning ensemble approaches for disease prediction using multiple datasets

P Mahajan, S Uddin, F Hajati, MA Moni, E Gide - Health and Technology, 2024 - Springer
Purpose Machine learning models are used to develop and improve various disease
prediction systems. Ensemble learning is a machine learning technique that combines many …