Rule induction from examples is recognised as a fundamental component of many machine learning systems. We propose to implement supervised rule induction algorithms and rule-based classification methods, established on a more general framework of replaceable individual components that can be fine-tuned to specific needs. For this purpose, the separate-and-conquer (also covering) strategy will be purposed.

The addition to the Orange software suite should benefit both novice and expert users looking to advance their knowledge in a particular area of study through a better understanding of given predictions and underlying argumentation.

Student

matevzkren

Mentors

  • martinmozina@gmail.com
  • Janez Demsar
  • Blaz
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2016