Direct explanation:
* Explicit statements
* Definitions
* Direct information
Lack of supporting information:
* Ambiguity
* Vagueness
* Lack of clarity
Ignoring surrounding information:
* Misinterpretation
* Jumping to conclusions
* Ignoring the big picture
The best antonym will depend on the specific situation and the meaning you're trying to convey.