ACROSS: Accessible Country-Relevant Outlier Selection System

• In Event: Data Wrangling and Forensics

Brief Overview

We compare traditional outlier detection methods with modern data science techniques. Testing 33 techniques on cross-country data, Cook's Distance is outperformed by 90 models. ACROSS, our ensemble model, improves recall by 251% and F1 score.

Author

• Cantay Caliskan, University of Rochester