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Supervised Descriptive Rule Induction

Author(s): Petra Kralj Novak (Author), Nada Lavrač (Supervisor)

Year: 2009

Type: Doctoral dissertation

The goal of knowledge discovery in databases is to construct models or discover interesting patterns in data. Model construction and pattern discovery are frequently performed by rule learning, as the induced rules are easy to be interpreted by human experts. The standard classification rule learning task is to induce classification/prediction …