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Effects Of Outliers On Data Mining

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Effects Of Outliers On Data Mining

The presence of outliers can have a deleterious effect on many forms of data mining. Anomaly detection can be used to identify outliers before mining the data. In a multidimensional dataset, outliers may only appear when looking at multiple dimensions whereas one one dimension they will be not far away from the mean / median

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