Hello, I have a scalar input that I’m trying to run HTM on for anomaly detection. Let’s say that the minimum and maximum values specified for this input in the encoder params is 80 and 250.
What kind of anomaly scores can I expect when the HTM network encounters values outside this range, like 0, 400, etc. Is it for sure that it would declare such out of range inputs as anomalies (meaning flag an anomaly score of 1.0)?
Thanks!