Efficient estimation of AUC in a sliding window

2 Feb 2019 Nikolaj Tatti

In many applications, monitoring area under the ROC curve (AUC) in a sliding window over a data stream is a natural way of detecting changes in the system. The drawback is that computing AUC in a sliding window is expensive, especially if the window size is large and the data flow is significant... (read more)

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