Pruning decision trees with misclassification costs

Author:

Bradford Jeffrey P.,Kunz Clayton,Kohavi Ron,Brunk Cliff,Brodley Carla E.

Publisher

Springer Berlin Heidelberg

Reference11 articles.

1. Bradford, J. P., Kunz, C., Kohavi, R., Brunk, C. & Brodley, C. E. (1998), Pruning decision trees with misclassification costs (long). http://robotics.stanford.edu/≈ronnyk/prune-long.ps.gz.

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

3. Cestnik, B. (1990), Estimating probabilities: A crucial task in machine learning, in L. C. Aiello, ed., ‘Proceedings of the ninth European Conference on Artificial Intelligence', pp. 147–149.

4. Draper, B. A., Brodley, C. E. & Utgoff, P. E. (1994), ‘Goal-directed classification using linear machine decision trees', IEEE Transactions on Pattern Analysis and Machine Intelligence 16(9), 888–893.

5. Good, I. J. (1965), The Estimation of Probabilities: An Essay on Modern Bayesian Methods, M.I.T. Press.

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