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Do Not Sleep on Linear Models: Simple and Interpretable Techniques Outperform Deep Learning for Sleep Scoring.

M. Jeroen Van Der DoncktJonas Van Der DoncktEmiel DeprostNicolas VandenbusscheMichaël RademakerGilles VandewieleSofie Van Hoecke
Published in: CoRR (2022)
Keyphrases
  • linear models
  • deep learning
  • sleep stage
  • variable selection
  • machine learning
  • unsupervised learning
  • linear regression
  • gaussian processes
  • training data
  • linear model
  • cross validation