If you want to report the results absent one of the items, it is better just to keep the original HB run, but to remove that item's utility score and adjust the remaining (probability) scores such that they sum to 100%.
It would add extra noise to the data to try to remove the tasks or remove the comparisons that involved that item and to recompute the scores.