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• W1819386543 abstract "Inductive concept learning is the task of learning to assign cases to a discrete set of classes. In real-world applications of concept learning, there are many different types of cost involved. The majority of the machine learning literature ignores all types of cost (unless accuracy is interpreted as a type of cost measure). A few papers have investigated the cost of misclassification errors. Very few papers have examined the many other types of cost. In this paper, we attempt to create a taxonomy of the different types of cost that are involved in inductive concept learning. This taxonomy may help to organize the literature on cost-sensitive learning. We hope that it will inspire researchers to investigate all types of cost in inductive concept learning in more depth." @default.
• W1819386543 created "2016-06-24" @default.
• W1819386543 creator A5027819738 @default.
• W1819386543 date "2000-01-01" @default.
• W1819386543 modified "2023-10-06" @default.
• W1819386543 title "Types of cost in inductive concept learning" @default.
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