论文信息 - Interactive Construction of Decision Trees

Interactive Construction of Decision Trees

We introduce an interactive decision tree construction system, DTViz, which consists of five components and maintains two interaction windows, and attempts to integrate the user's preference and domain knowledge into the construction process.

Nick Cercone | Jianchao Han

[1] Tu Bao Ho,et al. Interactive Visualization in Mining Large Decision Trees , 2000, PAKDD.

[2] Nick Cercone,et al. Visualizing the process of knowledge discovery , 2000, J. Electronic Imaging.

[3] Hans-Peter Kriegel,et al. Towards an effective cooperation of the user and the computer for classification , 2000, KDD '00.

[4] Hans-Peter Kriegel,et al. Visual classification: an interactive approach to decision tree construction , 1999, KDD '99.

[5] Nick Cercone,et al. RuleViz: a model for visualizing knowledge discovery process , 2000, KDD '00.

[6] J. S. Rao,et al. Visualizing Bagged Decision Trees , 1997, KDD.

[7] Catherine Blake,et al. UCI Repository of machine learning databases , 1998 .