Comparison of model feature importance statistics to identify covariates that contribute most to model accuracy in prediction of insomnia

Open Access

Peer-reviewed

Research Article

About the Authors

Alexander A. Huang

Roles Formal analysis, Investigation, Resources, Software, Supervision, Validation, Visualization

Affiliation Northwestern University Feinberg School of Medicine, Chicago, IL, United States of America

Samuel Y. Huang

Roles Conceptualization, Investigation, Methodology, Writing – original draft, Writing – review & editing

Affiliation Virginia Commonwealth University School of Medicine, Richmond, VA, United States of America

The authors have declared that no competing interests exist.

Machine learning
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Insomnia
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Forecasting
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Sleep disorders
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Diet
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Medical risk factors
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Physicians
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Red blood cells
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