We are having a sample of 100 rooms where each room has only two possibilities, either the guest will arrive or not.
The best model to represent an experiment with n repeated trials (we repeat the experiment 100 times, one time for each room) where each trial can result in one of two outcomes (either the guest will arrive or not) is the binomial distribution model.
Therefore, the answer is:
The binomial distribution model