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Table 4 Highest predictive features of MBI_Q5 from demographic data

From: A machine learning model to predict the risk factors causing feelings of burnout and emotional exhaustion amongst nursing staff in South Africa

Feature

Feature description

Predictive Power

F170

Absenteeism

30.0%

F23

Number of years worked in hospital

24.0%

F15

Number of years worked as a nurse

16.0%

F12

Age

14.0%

F21

Speciality discipline

4.0%