As I said before, yes these are very basic questions... and I'm not complaining that the questions were too hard or anything, I'm saying that finding someone who will be able to answer 100% of these "definition" questions will not tell you anything about how competent that person is...
Making them face a simple stats/CS/maths/ML problem and see if he/she is able to come up with the relevant concepts is far more interesting.