Precision and Recall for Range-Based Anomaly Detection

01/09/2018

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by   Tae Jun Lee, et al.

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Classical anomaly detection is principally concerned with point-based anomalies, anomalies that occur at a single data point. In this paper, we present a new mathematical model to express range-based anomalies, anomalies that occur over a range (or period) of time.