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Overfitting in Decision Trees

Consider adding noisy training example #15:


\begin{displaymath}Sunny,\ Hot,\ Normal,\ Strong,\ PlayTennis=No \end{displaymath}

What effect on earlier tree?


file=./bookps/dt-f1.ps,width=5in


Don Patterson 2001-12-13