In the data mining task of anomaly detection, other approaches are distance-based and density-based such as Local
Outlier Factor (LOF), and most of them use the distance to the k-nearest neighbors to label observations as
outliers or non-
outliers.. Modified Thompson Tau test. The modified Thompson Tau test [citation needed] is a method used to determine if an
outlier exists in a data set.
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