To make the batter, in a large bowl, whisk together the flour, baking powder, cinnamon, nutmeg, salt, and dark brown sugar. In a glass measuring cup or separate bowl, whisk together the oil, eggs, milk, rum, and vanilla until well combined. Make a well in the center of the dry ingredients and pour in the wet ingredients. Stir with a wooden spoon until just combined, making sure not to over-mix. Fold in the chocolate chips until evenly dispersed.