Correct option is A
Conclusions:
I. Regular exercise improves immunity.
This seems reasonable and can be inferred, since being "less likely to fall ill" suggests stronger immunity.
This does not directly follow. The statement only talks about reduced illness in people who exercise, but it does not claim that illness is solely or directly caused by lack of exercise.