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Actionability 1 Artificial Intelligence 1 Classification 1 Computer Science 1 Data Mining 1 Decision Making 1 Economics of Information 1 Evaluation 1 Information Analysis 1 Information Extraction 1 Information Science 1 Information Systems 1 Interdisciplinarity 1 Learning Science 1 classification 1 data mining 1 datamining economics 1 decision-making 1 knowledge discovery systems 1
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English 1
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Braha, Dan 1 Elovici, Yuval 1
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A Decision-Theoretic Approach to Data Mining
Elovici, Yuval; Braha, Dan - 2003
In this paper, we develop a decision-theoretic frameworkfor 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 â extracted knowledge,â in terms of its...
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