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Table 5 Potential risk factors contributing to the childhood ARI disease in both random forest and logistic regression methods

From: Analysis of risk factors associated with acute respiratory infections among under-five children in Uganda

 

Random Forest (RF)

Logistic Regression (LR)

 

Mother employmenta

Region of residence

 

Season effecta

Mother employment

 

Region of residencea

Season effect

 

Cooking energya

Child age

 

Mother wealth status

Cooking energy

 

Place of delivery

Breastfeeding

 

Mother education

Mother age

Accuracy

88.70%

62.05%

  1. aindicates factors in both methods