Pre heat oven to 350. In a separate bowl, sift together the dry ingredients: flour, baking powder, cinnamon, baking soda, salt, and ground cloves. Set this mixture aside.
In a large mixing bowl, cream together the softened butter and sugar until smooth. Add the eggs and vanilla, then beat until fluffy.
Gradually add the dry ingredients to the wet ingredients, alternating with the mashed bananas. Stir until just combined.
Fold in the semi-sweet chocolate chips.
Scoop the dough onto a greased cookie sheet using a cookie scoop or spoon, spacing them evenly.
Bake at 350°F for 10 minutes or until the edges are set and slightly golden.
Let the cookies cool completely on a wire rack before frosting.