Outlier Detection with Maximum LikelihoodΒΆ

Non-Causal Step

This step detects outliers in a data set by checking the value in question’s distance from the mean distribution.

Input Parameters

  1. Input data including outliers

Output Parameters

  1. Original data with outliers marked

Workflow

../../../../_images/workflow35.svg

Algorithm

Maximum Likelihood

References

    1. Han, M. Kamber and J. Pei, Data Mining - Concepts and Techniques, 3rd ed., Amsterdam: Morgan Kaufmann Publishers, 2012.