Using machine-learning strategies to solve psychometric problems
Abstract Validating scales for clinical use is a common procedure in medicine and psychology. Through the application of computational methods, we present a new strategy for estimating construct validity and criterion validity. XGBoost, Random Forest and Support-Vector machine learning algorithms we...
Main Authors: | Arthur Trognon, Youssouf Ismail Cherifi, Islem Habibi, Loïs Demange, Cécile Prudent |
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Format: | Article |
Language: | English |
Published: |
Nature Portfolio
2022-11-01
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Series: | Scientific Reports |
Online Access: | https://doi.org/10.1038/s41598-022-23678-9 |
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