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Motivation

  • There is a vast array of different machine learning techniques, e.g.:
    • Decision Tree Learning (see previous lecture)
    • Neural networks
    • and… Inductive Logic Programming (ILP)
  • Advantages over other ML approaches
    • ILP uses an expressive First-Order framework instead of simple attribute-value framework of other approaches
    • ILP can take background knowledge into account

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