Remove tax classes automatically

Dear Woocommerce professionals,

after every major Woocommerce update the usual tax classes “Zero Rate”, “Reduced Rate” etc. are set again. So far I have always removed them manually in the settings. Is there any way to permanently remove these tax classes using a filter in php? Especially when creating new products, it would help a lot if these additional tax classes would not be displayed in the selection list.

Thank you for your advice.

Kind regards