How does learning preference differ from learning style?

Question $18$ options:

Learning preference is a subcategory of learning style.

Learning style is more about intelligence development, while learning preference is about skill development.

Learning preference emphasizes critical thinking, while learning style is hands$-$on and practical.

Learning preference is more focused on the individual's personal choices, while learning style categorizes different ways of learning.