Despite its usefulness, the Jaccard Index has limitations:
Does Not Account for Abundance: It only considers the presence or absence of elements, ignoring their abundance or frequency. Not Sensitive to Changes in Large Sets: In large sets with significant overlap, small changes may not significantly affect the index. Binary Data Restriction: Its application is limited when dealing with continuous data without binarization.
