How to perform anomaly detection with the LOF Algorithm

An introduction to performing outlier detection with the Local Outlier Factor (LOF) algorithm.

Amol Mavuduru
Towards Data Science
8 min readMar 22, 2024

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Photo by Priscilla Du Preez 🇨🇦 on Unsplash

Anomaly detection, although useful, is a topic that often gets skipped in machine learning classes. There are many applications of anomaly detection, especially in areas such as fraud detection and system…

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