On the Optimality of the Simple Bayesian Classifier under Zero-One Loss
Machine Learning - Special issue on learning with probabilistic representations
On Event Spaces and Probabilistic Models in Information Retrieval
Information Retrieval
On event space and rank equivalence between probabilistic retrieval models
Information Retrieval
On the Class Imbalance Problem
ICNC '08 Proceedings of the 2008 Fourth International Conference on Natural Computation - Volume 04
ICTIR '09 Proceedings of the 2nd International Conference on Theory of Information Retrieval: Advances in Information Retrieval Theory
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This work discusses the consequences of choosing a sample space based on the interpretation of an experiment. We discuss the paradoxes that have been extensively studied in literature, and then we propose an alternative interpretation of the problem of document classification.