Here's why:
* It describes a noun: You can say "The weather is unpredictable" or "He's an unpredictable driver."
* It answers the question "what kind?": What kind of weather? Unpredictable. What kind of driver? Unpredictable.
Let me know if you'd like to explore other parts of speech!