Machine learning methods are comparable to logistic regression techniques in predicting severe walking limitation following total knee arthroplasty

ConclusionsWhen predicting post-TKA physical function, several machine learning methods did not outperform logistic regression —in particular, ordinal logistic regression that does not assume linearity in its predictors.Level of evidencePrognostic level II
Source: Knee Surgery, Sports Traumatology, Arthroscopy - Category: Orthopaedics Source Type: research