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An outlier is an observation, such as a data point, that exists a significant distance from most other observations.

Outliers sometimes occur due to measurement errors. Other times, outliers can be indicators of important occurrences or events.

One such example is fraud detection, where outliers may indicate fraudulent activity.

As such, outlier detection and analysis is an interesting and challenging data mining task.