Title: Overfitting Aviodance as Bias
Journal: Machine Learning, 10, 153-178
Comments: Shows that algorithms that seek for shorter induced expressions for data are not necessarily better than those which do not. Thus the avoidance of overfitting is a bias which may or may not be appropriate depending on the problem domin.
Keywords: MODELS, SIZE, DEPTH,
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