Precision and Recall for Range-Based Anomaly Detection
  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.
