325Model Development and Interpretation
The variations of DT techniques are proposed in:
Y. Freund, and L. Mason, “The alternating decision tree learning algorithm,” ICML,
vol. 99, pp. 124–133, 1999.
D. A. Hill, L. M. Delaney, and S. Roncal, “A chi-square automatic interaction detec-
tion (CHAID) analysis of factors determining trauma outcomes,”Journal of Trauma
and Acute Care Surgery,vol. 42, no. 1, pp. 62–66, 1997.
G. Holmes, B. Pfahringer, R. Kirkby, E. Frank, and M. Hall (eds.), “Multiclass alter-
nating decision trees,” In: Machine Learning: ECML, Springer, Berlin, Germany,
pp.161–172, 2002.
J. R. Quinlan, C4.5: Programs for Machine Learning, Morgan Kaufmann, San Mateo,
CA, 1993.
The detail about the classication and regression trees is ...