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Abstract There is almost always a cost associated with acquiring training data. We consider the situation where the learner, with a fixed budget, may `purchase' data during training. In particular, we examine the case where observing the value of a feature of a training example has an associated cost, and the total cost of all [expand]
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@inproceedings { lizotte2003budgeted,
  author = "Daniel J Lizotte and Omid Madani and Russell Greiner",
  title = "Budgeted Learning of Naive-Bayes Classifiers",
  pages = "378",
  year = "2003",
  booktitle = "UAI",

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