Outlier Detection with Box Plot

Non-Causal Step

This step detects outliers in a data set by applying the Box Plot technique.

Input Parameters

1. Input data including outliers

Output Parameters

1. Original data with outliers marked

Workflow

Algorithm

Boxplot

References

• J. Han, M. Kamber and J. Pei, Data Mining - Concepts and Techniques, 3rd ed., Amsterdam: Morgan Kaufmann Publishers, 2012.
• R. McGill, J.W. Tukey, and W.A. Larsen, Variations of Boxplots, The American Statistician., vol. 32(1), pp. 12-16, 1978.