Conditional validity of inductive conformal predictors

Author:

Vovk Vladimir

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence,Software

Reference32 articles.

1. Balasubramanian, V. N., Ho, S. S., & Vovk, V. (Eds.) (2013). Conformal prediction for reliable machine learning: theory, adaptations, and applications. Waltham: Elsevier (to appear).

2. Bengio, S., Mariéthoz, J., & Keller, M. (2005). The expected performance curve. In Proceedings of the ICML 2005 workshop on ROC analysis in machine learning. URL http://users.dsic.upv.es/~flip/ROCML2005/ .

3. Frank, A., & Asuncion, A. (2010). UCI machine learning repository. URL http://archive.ics.uci.edu/ml .

4. Fraser, D. A. S. (1957). Nonparametric methods in statistics. New York: Wiley.

5. Fraser, D. A. S., & Wormleighton, R. (1951). Nonparametric estimation IV. The Annals of Mathematical Statistics, 22, 294–298.

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