Random Forest for Automatic Feature Importance Estimation and Selection for Explainable Postural Stability of a Multi-Factor Clinical Test - Mendoza, Tomas; Lee, Chia-Hsuan; Huang, Chien-Hua; Sun, Tien-Lung (Sensors (Basel, Switzerland), 2021)
Keywords: Acceleration; Accidental Falls; Adult; Aged; Balance; Entropy; Falls; features; Gait; Humans; inertial sensor; Mobility; multiscale entropy; permutation entropy; Physicians; Postural Balance; Professionals; Risk assessment; Sensors; short form berg balance scale (SFBBS); Time series; timed up and go (TUG); Walking; features; community-dwelling elderly; short form berg balance scale (SFBBS); inertial sensor; multiscale entropy; random forest; fall risk; permutation entropy; timed up and go (TUG)