assigns like a low confidence to it that it says well I'm not sure about this this must be somewhere in the middle so just to jump and jump forward to the results what does manifold mix up do without knowing what it is in the same data set it gives you a picture like this you see the decision boundaries are much more smooth right the region of no-confidence or of low confidence indicated by the light color is here is much larger and also the decision boundary here we had specifically this data point here you