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Random forest variable importance plot. Mean decrease accuracy measures the model's performance without each variable. A higher value indicates the importance of different variables on prolonged length of hospitalization in children with Mycoplasma pneumoniae . Removal of that variables causes the model to lose accuracy in prediction. MRMP, macrolide‐resistant M. pneumoniae
