Closed zer0n closed 6 years ago
Evaluation Metrics for different cases in anomaly detection:
On point-wise labeling: if we predict an anomaly 1 time step earlier or later, would that be counted as a misclassification? That doesn't seem right.
On fixed-length interval: I don't understand the AUC metric. What would it mean to be a false positive or a false negative?
On weighted mAP: can you provide the mathematical formulation for the metric? In particular, I'm curious how you apply the Sigmoid function.