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

Journal: PloS one
Published Date:

Abstract

IMPORTANCE: Sleep is critical to a person's physical and mental health and there is a need to create high performing machine learning models and critically understand how models rank covariates.

Authors

  • Alexander A Huang
    Department of Statistics and Data Science, Cornell University, Ithaca, New York, United States of America.
  • Samuel Y Huang
    Department of Statistics and Data Science, Cornell University, Ithaca, New York, United States of America.