Logistic Regression and Machine Learning Models Cannot Discriminate Between Satisfied and Dissatisfied Total Knee Arthroplasty Patients
Joseph Munn, Brent A. Lanting, Steven J. MacDonald, Lyndsay Somerville, Jacquelyn Marsh, Dianne Bryant, Bert M. Chesworth
Topics & Concepts
Brier scoreLogistic regressionReceiver operating characteristicMedicineArthroplastyProportional hazards modelRegression analysisLogistic model treeOsteoarthritisPhysical therapyMachine learningArtificial intelligenceSurgeryComputer scienceInternal medicinePathologyAlternative medicineTotal Knee Arthroplasty OutcomesOsteoarthritis Treatment and MechanismsKnee injuries and reconstruction techniques