A Novel Visualization Approach for Data-Mining-Related Classification

@article{Seifert2009ANV,
  title={A Novel Visualization Approach for Data-Mining-Related Classification},
  author={Christin Seifert and Elisabeth Lex},
  journal={2009 13th International Conference Information Visualisation},
  year={2009},
  pages={490-495}
}
Classification and categorization are common tasks in data mining and knowledge discovery. Visualizations of classification models can create understanding and trust in data mining models. However, existing visualizations are often complex or restricted to specific classifiers and attributes. In this work, we propose an intuitive visualization system to observe and understand classification processes and results. Our system can handle multiple classes, nominal and numeric attributes, and… CONTINUE READING
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