The table shows that on an average the proposed algorithm detects artifacts 92% correctly. On the other hand, hierarchical algorithm can identify 97% correctly for these three sets of data sets. So, it shows that hierarchical algorithm can perform better in determining artifacts in the IBI signals. Though the use of hierarchical algorithm is not common in identifying artifacts in IBI signals experimental result shows that it can be good choice in this domain.