Amazon AI Research Presents A Formal Method To Locate Root Causes Of Outliers

Amazon AI Research Presents A Formal Method To Locate Root Causes Of Outliers

Rare observations where a system deviates from its typical behavior are known as outliers. They appear in numerous real-world applications (such as medicine and finance) and necessitate more explanation than regular occurrences. Outliers in the training dataset can cause problems during a model fitting in machine learning (esp., linear models). It may also result in …

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