A comparison of regularized logistic regression and random forest machine learning models for daytime diagnosis of obstructive sleep apnea
Farahnaz Hajipour, Mohammad Jafari Jozani, Zahra Moussavi
Topics & Concepts
Random forestLogistic regressionDaytimeFeature selectionObstructive sleep apneaArtificial intelligenceMachine learningPolysomnographySleep apneaComputer scienceRegressionRegression analysisStepwise regressionApneaStatisticsPattern recognition (psychology)MedicineMathematicsInternal medicineGeologyAtmospheric sciencesObstructive Sleep Apnea ResearchNeuroscience of respiration and sleepVoice and Speech Disorders