in anomalies to change but with an autoencoder it is much more consistent then with a threshold this goes to capacity so you saw we detected 105 anomalies when you are working at scale with much more data it might be 10,000 anomalies now sending 10,000 anomalies to an actual business they call that to work through might be a bit difficult so they might not have the capacity to do that so picking a threshold usually you have to work with the business area to understand what threshold is been suited for them and then lastly a