An Interactive Web Application for Decision Tree LearningDownload PDF

Anonymous

08 Jul 2020 (modified: 24 Sep 2020)ECMLPKDD 2020 Workshop TeachML Blind SubmissionReaders: Everyone
  • Abstract: Decision tree learning offers an intuitive and straightforward introduction to machine learning techniques, especially when students are used to program imperative code. Most commonly, trees are trained using a greedy algorithm based on information-theoretic criteria. While there are many static resources such as slides or animations out there, interactive visualizations tend to be based on somewhat outdated UI technology and dense in information. We propose a clean and simple web application for decision tree learning that is extensible and open source.
  • Keywords: decision tree learning, web application, interactive tool
  • TL;DR: Describes a small and simple teaching tool for decision tree learning
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