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. 2022 Jun 17;22:1209. doi: 10.1186/s12889-022-13532-y

Table 5.

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

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%

aindicates factors in both methods