The correct option is C It is more likely that it will rain today
The word "chance" refers to the possibility of an event occuring or not. It does not, however, ensure the happening of that event. The term "high chance" indicates that it is more likely that the event shall occur.
So, the above statement means that it may or may not rain today, but the term "high chance" indicates a high possibility of occurrence of the event.