Classification Performance of Supervised Machine Learning to Predict Human Resource Management Outcomes: A Meta‐Analysis Using Cross‐Classified Multilevel Modeling.

Using signal detection theory, we meta‐analyzed existing research testing the classification performance of supervised machine learning (ML) models applied in human resource (HR) contexts. Our meta‐analysis contained 6605 effect sizes cross‐nested by study (N1 = 249) and unique dataset (N2 = 152). W...

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Detalles Bibliográficos
Publicado en:Human Resource Management Vol. 64; no. 6; pp. 1767 - 1803
Autores principales: Vanhove, Adam J., Graham, Brooke Z., Titareva, Tatjana, Udomvisawakul, Alisa
Formato: equations & formulas meta analysis research tables/charts Journal Article
Publicado: Wiley-Blackwell Nov2025
Acceso en línea:Ver este registro en EBSCOhost