Enhance Accuracy of Data Mining Algorithm

I'm seeking an expert in data mining and algorithm optimization to improve the accuracy of the 'Targeted Mining of Top-? High Utility Itemsets'. The current evaluation method involves comparing outcomes with benchmark datasets from research papers, and while this has been somewhat effective, I believe there's significant room for improvement.