Add categories to compare fields

I would like the product categories to appear in the compare columns. I realize I probably need to edit the compare.php file that I’ve copied into my theme Woocommerce folder, but I don’t know exactly what I need to add… can you help? Thanks…

http://wordpress.org/plugins/yith-woocommerce-compare/