The correct collocation that fits in the blank is "large Percentage." In English, certain adjectives are more commonly used with particular nouns to form what are known as collocations. These are word combinations that sound natural to native speakers. While options like "huge," "big," and "more" might seem adequate, the standard and most frequent collocation is "large Percentage," which refers to a significant portion or amount.