Statistical Machine Learning Regression Models for Salary Prediction Featuring Economy Wide Activities and Occupations

Statistical Machine Learning Regression Models for Salary Prediction Featuring Economy Wide Activities and Occupations

A holistic occupational and economy-wide framework for salary prediction is developed and tested using statistical machine learning (ML). Predictive models are developed based on occupational features and organizational characteristics. Five different supervised ML algorithms are trained using surve...

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Bibliographic Details
Main Authors: Yasser T. Matbouli, Suliman M. Alghamdi
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Information
Subjects:
machine learning regression
salary prediction
gaussian process regression
artificial neural networks
economic activities
occupational groups
Online Access:https://www.mdpi.com/2078-2489/13/10/495

Internet

https://www.mdpi.com/2078-2489/13/10/495

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