Here's why:
* It describes a noun: You can say "That argument is illogical" or "Her behavior was illogical." It modifies the nouns "argument" and "behavior."
* Adjectives often answer the question "what kind?": In these examples, "illogical" tells us what kind of argument or behavior it is.
Let me know if you have other words you want to identify!