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How to determine right value for Outlier Tolerance Threshold command in Smart Outlier Detection Assistant in MLTK app ?

dm1
Contributor

I am developing a use case to detect outliers on logons for a specific app using Smart Outlier Detection Assistant in MLTK app.

There is the Outlier Tolerance Threshold parameter in the Learn stage which I am unsure how to use.

The doc states "Adjust as needed based on the number of expected outliers."


how can someone know how many outliers they are expected ? To me, it doesn't makes sense as to how or why someone would already know this. Its what the usecase to indicate the number of outliers or maybe I am misinterpreting something.

 

Can someone please explain or direct me to some good documentation which properly explains this ?

 

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