Service Analytics

8.Anomaly Detection

Outlier Detection & noise

The difference between noise and anomalies
 
A: point is clearly separated from the remaining data set 
B: the data is noisy and it is much harder to decide if A represents a true deviation from the remaining data set
--> not binary decision --> measures the outlierness of a data point

Diskussion