classical electrodynamics - What's the reason behind calling cathode rays tube by the name cathode?

I do believe that maybe due to the accumulation of negative electron on the metal surface so we called it cathode.

But the thing is that we have studied that regardless of the polarity, the cathode is where reduction takes place and anode is where oxidation takes place. Where can I find that in cathode rays tube?