Preheat oven to 450°F. Mix all of the spices and salt in small bowl. Toss chicken, tomatoes, olives and oil in large bowl. Add seasoning mixture; toss to coat well.
Arrange chicken, tomatoes and olives in single layer on foil-lined large shallow baking pan.
Roast 20 minutes or until chicken is cooked through. Sprinkle with feta cheese before serving.