Incorporating a Machine Learning Model into a Web-Based Administrative Decision Support Tool for Predicting Workplace Absenteeism

Incorporating a Machine Learning Model into a Web-Based Administrative Decision Support Tool for Predicting Workplace Absenteeism

Productivity losses caused by absenteeism at work cost U.S. employers billions of dollars each year. In addition, employers typically spend a considerable amount of time managing employees who perform poorly. By using predictive analytics and machine learning algorithms, organizations can make bette...

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Bibliographic Details
Main Authors: Gopal Nath, Yawei Wang, Austin Coursey, Krishna K. Saha, Srikanth Prabhu, Saptarshi Sengupta
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Information
Subjects:
absenteeism
multi-class classifications
multinomial logistic regression
support vector machines
random forests
artificial neural networks
Online Access:https://www.mdpi.com/2078-2489/13/7/320

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https://www.mdpi.com/2078-2489/13/7/320

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