Table 15 Logit model prediction of falls in the Tel-Aviv case, using only four features.

From: Model-based and Model-free Machine Learning Techniques for Diagnostic Prediction and Classification of Clinical Outcomes in Parkinson’s Disease

Selected Features

Acc

Sens

Spec

ppv

npv

lor

PIGD_score, FOG_Q, H&Y(OFF), gaitSpeed(Off)

0.738

0.439

0.935

0.818

0.716

2.429