Replace Outlier Detection by Simple Statistics with ECOD

A NEW python-based, simple, parameter-free, and interpretable anomaly detection method

Source: Wikimedia commons

Outliers can be defined as rare events in the data, often appearing at the tails of a distribution. Outlier detection is best treated as an unsupervised task because labels are often rare or difficult to collect and may not…