Consider the binary classification task of predicting whether a person has a heart disease based on: whether the patient suffers from chest pain (Chest Pain), the blood pressure of the patient (Blood Pressure) and the age of the patient (Age). For this task, we opted to use a random forest composed of three decision trees. The following diagram illustrates each of the trees:

Assuming that the random forest uses majority voting, what prediction will be made for the following query?

Chest Pain = Yes, Blood Pressure = Low, Age = Below 50