Incorporating Confidence in a Naive Bayesian Classifier

Author:

Pronk V.,Gutta S. V. R.,Verhaegh W. F. J.

Publisher

Springer Berlin Heidelberg

Reference12 articles.

1. Berikov, V.B.: An approach to the evaluation of the performance of a discrete classifier. Pattern Recognition Letters 23(1-3), 227–233 (2002)

2. Cestnik, B.: Estimating probabilities: a crucial task in machine learning. In: Proceedings of the European Conference on Artificial Intelligence (ECAI 1990), Stockholm, Norway, pp. 147–149, August 6–10 (1990)

3. Domingos, P., Pazzani, M.: On the optimality of the simple Bayesian classifier under zero-one loss. Machine Learning 29(2-3), 103–130 (1997)

4. Elkan, C.: The foundations of cost-sensitive learning. In: Proceedings of the 17th International Joint Conference on Artificial Intelligence (IJCAI 2001), Seattle, Washington, pp. 973–978, August 4–10 (2001)

5. Gärtner, T., Wu, S., Flach, P.A.: Data mining on the Sisyphus dataset: evaluation and integration of results. In: Giraud-Carrier, C., Lavrac, N., Moyle, S. (eds.) Integrating Aspects of Data Mining, Decision Support and Meta-Learning, pp. 69–80 (2001)

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