Statistical approaches to identifying significant differences in predictive performance between machine learning and classical statistical models for survival data

Research that seeks to compare two predictive models requires a thorough statistical approach to draw valid inferences about comparisons between the performance of the two models. Researchers present estimates of model performance with little evidence on whether they reflect true differences in mode...

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Bibliographic Details
Main Authors: Justine B. Nasejje, Albert Whata, Charles Chimedza
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2022-01-01
Series:PLoS ONE
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9797100/?tool=EBI