Results 71 to 80 of about 85,074 (191)

Ensembles of Random SHAPs [PDF]

open access: gold, 2022
Lev V. Utkin, Andrei V. Konstantinov
openalex   +1 more source

Application of the Unbalanced Ensemble Algorithm for Prognostic Prediction Outcomes of All-Cause Mortality in Coronary Heart Disease Patients Comorbid with Hypertension

open access: yesRisk Management and Healthcare Policy
Jiaxin Zan,1,2 Xiaojing Dong,1,2 Hong Yang,1,2 Jingjing Yan,1,2 Zixuan He,3 Jing Tian,3 Yanbo Zhang1,2,4 1Department of Health Statistics, School of Public Health, Shanxi Medical University, Taiyuan, People’s Republic of China; 2Shanxi Provincial Key ...
Zan J   +6 more
doaj  

Prediction of bank credit customers churn based on machine learning and interpretability analysis

open access: yesData Science in Finance and Economics
Nowadays, traditional machine learning methods for building predictive models of credit card customer churn are no longer sufficient for effective customer management. Additionally, interpreting these models has become essential.
Ying Li, Keyue Yan
doaj   +1 more source

A data-driven framework for conceptual cost estimation of infrastructure projects using XGBoost and Bayesian optimization

open access: yesJournal of Asian Architecture and Building Engineering
Cost estimation is a key component of project plans, yet it is challenging to provide reliable and efficient estimations using conventional methods in the conceptual phase of infrastructure projects.
Jiashu Zhang   +4 more
doaj   +1 more source

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