This caramel pecan cake is a delicious and nutty dessert that is perfect for a fall dinner party. The cake is made with a moist and fluffy vanilla cake that is filled with a rich caramel sauce and chopped pecans. The cake is then topped with a creamy caramel frosting and a sprinkle of chopped pecans. It's the perfect dessert to serve with a cup of hot apple cider.