Outlier Detection with Box PlotΒΆ

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

../../../../_images/workflow29.svg

Algorithm

Boxplot

References

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