Predicting employee attrition using tree-based models
Sign Up to like & getrecommendations! Published in 2020 at "International Journal of Organizational Analysis"
DOI: 10.1108/ijoa-10-2019-1903
Abstract: The purpose of this study is to develop tree-based binary classification models to predict the likelihood of employee attrition based on firm cultural and management attributes.,A data set of resumes anonymously submitted through Glassdoor’s online… read more here.
Keywords: employee; attrition; attrition using; tree based ... See more keywords
From Big Data to Deep Data to Support People Analytics for Employee Attrition Prediction
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DOI: 10.1109/access.2021.3074559
Abstract: In the era of data science and big data analytics, people analytics help organizations and their human resources (HR) managers to reduce attrition by changing the way of attracting and retaining talent. In this context,… read more here.
Keywords: employee attrition; people analytics; attrition; big data ... See more keywords
Automated Prediction of Employee Attrition Using Ensemble Model Based on Machine Learning Algorithms
Sign Up to like & getrecommendations! Published in 2022 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2022/7728668
Abstract: Competent employees are a rare commodity for great companies. The problem of maintaining good employees with experience threatens the owners of companies. The issue of employee attrition can cost employers a lot as it takes… read more here.
Keywords: ensemble model; employee attrition; model; automated prediction ... See more keywords