A 3 year old baby has fever, cough, unusual irritability and episodes of vomiting from 5 days. She has coryza, reddish posterior palate, , nagging cough and respiratory rate of 48 breaths per minute. As per the IMNCI guidelines, the patient can be classified under which of the following categories?