so now that we saved our model we want to reload it now that we've reloaded the model this is where the fun begins this is where we actually identify anomalous behavior so we apply it to a testing set and we produce these reconstruction errors now if you remember these reconstruction errors are how different is the output from the input so as you can see equal this is the overall reconstruction error but now what if you are interested in identifying the reconstruction errors per feature we can view that over here