anomaly

In this post, I try to define what an outlier is and I present several ways to approach the problem of anomaly detection. Then, I present the Local Outlier Factor algorithm and apply it on a specific dataset to show its power, using both Python and R. I also compare its performance with the Isolation Forest method. [Read More]