Abstract: Any data based method is vulnerable to the problem of extrapolation, nonetheless there exists no unified theory on handling it. The main topic of this publication is to point out the ...

The behaviour of the model within the convex of the training set barely impacts the model’s generalisation performance since new samples most often lie outside the convex hull. Interpolation and ...