Precision and Recall for Range-Based Anomaly Detection

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Machine Programming
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Lee, Tae J
Tatbul, Nesime
Metcalf, Eric
Zdonik, Stan
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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.

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2018-01-01
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