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Introducing Machine Learning to Detect Personality Faking-Good in a Male Sample: A New Model Based on Minnesota Multiphasic Personality Inventory-2 Restructured Form Scales and Reaction Times

Background and Purpose. The use of machine learning (ML) models in the detection of malingering has yielded encouraging results, showing promising accuracy levels. We investigated the possible application of this methodology when trained on behavioral features, such as response time (RT) and time pr...

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Bibliografiske detaljer
Udgivet i:Front Psychiatry
Main Authors: Mazza, Cristina, Monaro, Merylin, Orrù, Graziella, Burla, Franco, Colasanti, Marco, Ferracuti, Stefano, Roma, Paolo
Format: Artigo
Sprog:Inglês
Udgivet: Frontiers Media S.A. 2019
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6593269/
https://ncbi.nlm.nih.gov/pubmed/31275176
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fpsyt.2019.00389
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