no code implementations • 25 Apr 2019 • Michael Mampaey, Jilles Vreeken, Nikolaj Tatti
As we use the Maximum Entropy principle to obtain unbiased probabilistic models, and only include those itemsets that are most informative with regard to the current model, the summaries we construct are guaranteed to be both descriptive and non-redundant.
no code implementations • 8 Feb 2019 • Nikolaj Tatti, Michael Mampaey
We demonstrate that these statistics describe forms of data that occur in practice and have been studied in data mining.