A decision-theoretic approach to data mining
نویسندگان
چکیده
منابع مشابه
A decision-theoretic approach to data mining
In this paper, we develop a decision-theoretic framework for evaluating data mining systems, which employ classification methods, in terms of their utility in decision-making. The decision-theoretic model provides an economic perspective on the value of “extracted knowledge,” in terms of its payoff to the organization, and suggests a wide range of decision problems that arise from this point of...
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ژورنال
عنوان ژورنال: IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans
سال: 2003
ISSN: 1083-4427
DOI: 10.1109/tsmca.2003.812596