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Table 7 JRIP produced rules

From: A machine learning approach for predicting high risk hospitalized patients with COVID-19 SARS-Cov-2

Rule

Predicted outcome

(dyspnoea = Yes) and (charlsoncomorbidityindex \(\leq\) 6)

Death

(charlsoncomorbidityindex \(\le\) 4) and (dyspnoea = Yes) (age \(\le\) 89)

Death

(charlsoncomorbidityindex \(\le\) 4) and (fever = Yes) and (age \(\le\) 72)

Death

(age \(\le\) 74) and (charlsoncomorbidityindex \(\le\) 5)

Death

(diabetes = Yes) and (charlsoncomorbidityindex \(\le\) 5)

Death

Else

Discharge