Synthetic Dataset Generation with Itemset-Based Generative Models

13 Jul 2020  ·  Christian Lezcano, Marta Arias ·

This paper proposes three different data generators, tailored to transactional datasets, based on existing itemset-based generative models. All these generators are intuitive and easy to implement and show satisfactory performance... The quality of each generator is assessed by means of three different methods that capture how well the original dataset structure is preserved. read more

PDF Abstract
No code implementations yet. Submit your code now



  Add Datasets introduced or used in this paper

Results from the Paper

  Submit results from this paper to get state-of-the-art GitHub badges and help the community compare results to other papers.


No methods listed for this paper. Add relevant methods here