Monday, November 10, 2008

Interactive induction of decision tree

Interactive induction of decision trees with SIPINA.

Various functionalities of SIPINA are not documented. In this tutorial, we show how to explore nodes of a decision tree, in order to obtain a better understanding of the characteristics of the subpopulation on a node. This is an important task, for instance when we want to validate the rules with an expert domain.

Keywords: decision tree, classification tree, interactive analysis
Tutorial: en_sipina_interactive.pdf
Dataset: blood_pressure_levels.xls