What are decision trees?

Author:

Kingsford Carl,Salzberg Steven L

Publisher

Springer Science and Business Media LLC

Subject

Biomedical Engineering,Molecular Medicine,Applied Microbiology and Biotechnology,Bioengineering,Biotechnology

Reference15 articles.

1. Quinlan, J.R. C4.5: Programs for Machine Learning. (Morgan Kaufmann Publishers, San Mateo, CA, USA, 1993).

2. Breiman, L., Friedman, J., Olshen, R. & Stone, C. Classification and Regression Trees (Wadsworth International Group, Belmont, CA, USA, 1984).

3. Caruana, R. & Niculescu-Mizil, A. An empirical comparison of supervised learning algorithms. in Machine Learning, Proceedings of the Twenty-Third International Conference (eds. Cohen, W.W. & Moore, A.) 161–168 (ACM, New York, 2003).

4. Zadrozny, B. & Elkan, C. Obtaining calibrated probability estimates from decision trees and naive Bayesian classifiers. in Proceedings of the 18th International Conference on Machine Learning, (eds. Brodley, C.E. & Danyluk, A.P.) 609–616 (Morgan Kaufmann, San Francisco, 2001).

5. Murthy, S.K., Kasif, S. & Salzberg, S. A system for induction of oblique decision trees. J. Artif. Intell. Res. 2, 1–32 (1994).

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