The effect of splitting on random forests

Author:

Ishwaran Hemant

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence,Software

Reference31 articles.

1. Biau, G. (2012). Analysis of a random forests model. Journal of Machine Learning Research, 13, 1063–1095.

2. Biau, G., Devroye, L., & Lugosi, G. (2008). Consistency of random forests and other classifiers. Journal of Machine Learning Research, 9, 2039–2057.

3. Breiman, L. (1996). Technical note: Some properties of splitting criteria. Machine Learning, 24, 41–47.

4. Breiman, L. (2001). Random forests. Machine Learning, 45, 5–32.

5. Breiman, L. (2004). Consistency for a simple model of random forests. Technical Report 670, University of California, Statistics Department.

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