In a large mixing bowl, beat butter, canola oil, and brown sugar until well combined. Add the chickpea mixture and vanilla and beat again. In a medium bowl, stir together flour, baking powder, cinnamon, nutmeg, and salt. Add half flour mixture to butter mixture, and beat until just combined. Add milk, and beat again, then rest of the flour mixture, and beat until just combined.