Figure 2.
A flowchart outlines anomaly handling from classified anomaly to visualisation through retention, replacement, or removal decisions.The process starts with Classified Anomaly and continues to three anomaly classes, Event, Error, and Uncertain. The classification then continues to three handling actions, Keep, Replace, and Remove. Keep continues to Visualisation. Replace continues to Replacing Techniques, including Arithmetic Average, Middle Value, and K N N Imputer. Replacing Techniques continue to Visualisation. Remove remains a handling action within the workflow.

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