Thus, Popper [1959] rejects the idea of "induction," but sees simplicity as an indispensable device for comparing competing hypotheses each of which is consistent with the obser- vations. Instead of thinking of induction as a process leading from observations to gener- alizations. Popper thinks of some generalizations as ...
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accuracy in the limit of large data sets. So we have an appealing argument: certain methods are good methods for achieving predictive accuracy because they ...
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