Explain simple and randomized algorithm to find most frequent itemsets using at most two passes.

Simple and randomized algorithm :-

1. In simple and randorimized algorithm, we pick a random subset of the baskets and pretend it is the entire dataset instead of using the entire file of baskets.

2. We must adjust the support threshold to reflect the smaller number of baskets.

3. For instance, if the …