articleJournal of Machine Learning ResearchJan 1, 2013Closed access

Orange: data mining toolbox in python

University of Ljubljana

Abstract

Orange is a machine learning and data mining suite for data analysis through Python scripting and visual programming. Here we report on the scripting part, which features interactive data analysis and component-based assembly of data mining procedures. In the selection and design of components, we focus on the flexibility of their reuse: our principal intention is to let the user write simple and clear scripts in Python, which build upon C++ implementations of computationally-intensive tasks. Orange is intended both for experienced users and programmers, as well as for students of data mining.

Citation impact

1,637
total citations
FWCI
72.65
Percentile
100%
References
10
Citations per year

Authors

16

Topics & keywords

Keywords
  • Python (programming language)
  • Computer science
  • Toolbox
  • Scripting language
  • Reuse
  • Programming language
  • Suite
  • Implementation
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