Unsupervised Parameter-free Outlier Detection using HDBSCAN* Outlier Profiles

Kushankur Ghosh, Murilo Coelho Naldi, Jörg Sander +1

In machine learning and data mining, outliers are data points that significantly differ from the dataset and often introduce irrelevant information that can induce bias in its stat…