Outlier detection is an important concept in statistics and data analysis, particularly within the context of machine learning and artificial intelligence (AI). It involves identifying data points that significantly deviate from the norm or expected patterns in a dataset. These outliers can provide valuable insights or may indicate noise, errors, or rare events in the data.
### Types of Outliers
1. **Global Outliers**: These are points that are


