Pamismorerobustthank-meansinthepresenceofnoiseandoutliersbecauseamedoidislessinfluencedbyoutliersorotherextremevaluesthanameanPamworksefficientlyforsmalldatasetsbutdoesnotscalewellforlargedatasets.O(k(n-k)2)foreachiteration wherenis#ofdata,kis#ofclustersSamplingbasedmethod, CLARA(ClusteringLARgeApplications)12...
Having a sufficient number of sampling points in these two modes ensures the accuracy of the calculation result and provides an accurate basis for the evaluation of the experimental results. 4. Two-Level Parallelism Optimization Model Generally, an algorithm's performance is limited by multiple ...