Base, as used in the context of Acid-Base theory, is too young ( late 19th century? ). Centuries ago, acids were usually defined by their taste and effect on litmus. The chemical use of "base" was totally different, eg base metal, noble metal.
The chemicals that neutralised acids and returned litmus solutions to blue were called alkalis, and were often also corrosive ( caustic ), NaOH = Caustic Soda, KOH = Caustic Potash. Gaseous or very volatile liquids were called "spirits", NH3 = Spirit of Hartshorn.
The modern use of base probably was introduced around the time that Arrhenius ( 1884 ) was trying to make sense of acids and alkalis.
I suspect a WWW search would find greater detail, but even in chemistry nomenclature, the present is often constrained by the past.
No matter how hard systematic naming fans try to have a coherent system, human nature prevails, hence many common chemical names have to be accomodated into naming systems.
Bruce Hamilton