Anomaly Detection: How to Artificially Increase Your F1-Score with a Biased Evaluation Protocol

Damien Fourure, Muhammad Usama Javaid, Nicolas Posocco, Simon Tihon. Anomaly Detection: How to Artificially Increase Your F1-Score with a Biased Evaluation Protocol. In Yuxiao Dong, Nicolas Kourtellis, Barbara Hammer, José Antonio Lozano, editors, Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track - European Conference, ECML PKDD 2021, Bilbao, Spain, September 13-17, 2021, Proceedings, Part IV. Volume 12978 of Lecture Notes in Computer Science, pages 3-18, Springer, 2021. [doi]

Authors

Damien Fourure

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Muhammad Usama Javaid

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Nicolas Posocco

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Simon Tihon

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