b.t.w. you can tell youtube to forget about your search history, remove your recommendations, etc. You don't really need to create a new account if you do things properly.
I should not have to manually clear the history. It should be possible to disable the algorithms without losing your history. The same problem exists for search where they don't even use your account but instead rely on 'unique fingerprint' provided by your browser.