Parts of Speech for Unreasoning
un·rea·son·ing
U u Gramatical Hierarchy
Grammatically "Unreasoning" is a adjective, to be more precise even a noun. But also it is used as a noun, specifically a noun. Part of speech depends on meaning of this word.
All about unreasoning Download all about unreasoning in pdf