What will the following code snippet do if Bricks has $2$ levels and Neighborhood has $3$ levels? for c feature in $[\text{'}$Brick$\text{'},$ 'Neighborhood'$]$: house info$\_$cat$[$c$\_$feature$]$ house info$\_$cat$[$c$\_$feature$].$astype$($ category'$)$ house info cat create dummies $($house info cat, c feature$)$ Select the correct option: