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These include: 2 , 4 Food allergies Pet dander Airborne allergens, such as pollen Medications, such as antibiotics (especially penicillin and sulfa) or non-steroidal painkillers (aspirin and ibuprofen) Dyes in medications Insect stings or bites Physical stimuli such as pressure, cold, heat, vibrations, exercise, or sun exposure Latex Metals Fragrances and flavorings Detergents and disinfectants Blood transfusions Bacterial infections, including urinary tract infections and strep throat Viral infections, including the common cold, infectious mononucleosis, and hepatitis Some plants, such as poison ivy, oak, and sumac Medical conditions, especially autoimmune conditions such as lupus Despite all the known potential triggers, sometimes urticaria may develop due to unknown causes

The Random Forest Classifier achieved the better performance with an accuracy of 0.80, precision of 0.80, recall of 0.80, and F1-score of 0.79

Bacterial sinus infections, another common condition, often develop as complications following viral infections or prolonged nasal inflammation

We listened to the whoops of excitement when the hunt was successful

Besides, they were trying to allow each other leisurely activitiesevenings out, morning runs, a movie from time to time

Experts say the ionization alarm provides a better response to flaming fires, where the less common photoelectric provides a faster response to smoldering fires