Preheat the oven to 350° F.
Grease a 6x3 inch round baking pan and line it with parchment paper. Slightly grease the parchment paper as well.
Sift the cake flour, baking powder, baking soda, ground cinnamon, and salt in a medium mixing bowl.
Whisk until well combined.
Take a mashed banana, sour cream, oil, sugar, and vanilla in a large mixing bowl.
Whisk with a balloon whisk until everything is well combined.
Add flour mixture into the wet mixture, and mix until everything is well combined. Do not overmix.
Gently fold the chopped pecans into the cake batter. The batter will be slightly thick.
Pour the batter into the prepared pan and smooth the top with the spatula or back of the spoon.
Bake the cake in the preheated oven for 28-34 minutes or until the cake tester inserted into the center comes out clean.
Remove the cake from the oven and place the pan on the cooling rack.
Allow the cake to cool completely in the pan before removing it.
Once the cake is completely cooled down, cut it diagonally into three layers.
If you do not want the layered cake, simply frost the cake without cutting the layers. Or, instead of three layers, you can cut the cake into two layers.