Fast data acquisition in cost-sensitive learning

ICDM, pp.66-77, (2011)

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Abstract

Data acquisition is the first and one of the most important steps in many data mining applications. It is a time consuming and costly task. Acquiring an insufficient number of examples makes the learned model and future prediction inaccurate, while acquiring more examples than necessary wastes time and money. Thus it is very important to ...More

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