An innovative approach of determining the sample data size for machine learning models: a case study on health and safety management for infrastructure workers

An innovative approach of determining the sample data size for machine learning models: a case study on health and safety management for infrastructure workers

Numerical experiment is an essential part of academic studies in the field of transportation management. Using the appropriate sample size to conduct experiments can save both the data collecting cost and computing time. However, few studies have paid attention to determining the sample size. In thi...

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Bibliographic Details
Main Authors: Haoqing Wang, Wen Yi, Yannick Liu
Format: Article
Language:English
Published: AIMS Press 2022-07-01
Series:Electronic Research Archive
Subjects:
transportation infrastructure
learning curve
sample size
machine learning
health and safety management
Online Access:https://www.aimspress.com/article/doi/10.3934/era.2022176?viewType=HTML

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https://www.aimspress.com/article/doi/10.3934/era.2022176?viewType=HTML

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