Inductive characterisation of database relations

  title={Inductive characterisation of database relations},
  author={Peter A. Flach},
The general claims of this paper are twofold: there are challenging problems for Machine Learning in the field of Databases, and the study of these problems leads to a deeper understanding of Machine Learning. To support the first claim, we consider the problem of characterising a database relation in terms of high-level properties, i.e. attribute dependencies. The problem is reformulated to reveal its inductive nature. To support the second claim, we show that the problems presented here do… CONTINUE READING


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