Evaluating Time Collection Anomaly Detection: Proximity-Conscious Time Collection Anomaly Analysis (PATE)
Anomaly detection in time collection knowledge is a vital activity with functions in varied domains, from monitoring industrial techniques to detecting fraudulent actions. The intricacies of time collection anomalies, together with early or delayed detections and ranging anomaly durations, aren’t effectively captured by typical metrics like Precision and Recall, supposed for unbiased and identically distributed…