Browsing by Subject "evaluation of models"
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An MDL estimate of the significance of rules
(1996-03)This paper proposes a new method for measuring the performance of models-whether decision trees or sets of rules-inferred by machine learning methods. Inspired by the minimum description length (MDL) philosophy and ...