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Distribution of patients by the number of rules fitting a patient for the patients with asthma whom our extreme gradient boosting model correctly predicted to incur asthma hospital visits in the subsequent year. (a) When no limit is placed on the number of rules fitting a patient. (b) When the number of rules fitting a patient is ≤250.
