Each historical example contributes to the fitted relationship, even when its contribution is small. This can be reasonable when the dataset is limited and every observation contains useful information. It can become less efficient when the training history is large, repetitive, or noisy.
Nu Support Vector Regression takes a more selective approach.
The m…



