Cover of Balaji Krishnapuram (EDT), Shipeng Yu (EDT), R. Bharat Rao (EDT): Cost-Sensitive Machine Learning

Balaji Krishnapuram (EDT), Shipeng Yu (EDT), R. Bharat Rao (EDT) Cost-Sensitive Machine Learning

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CRC Press

2011

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978-1-4398-3928-7

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Annotation

In machine learning applications, practitioners must take into account the cost associated with the algorithm. These costs include: Cost of acquiring training dataCost of data annotation/labeling and cleaningComputational cost for model fitting, validation, and testingCost of collecting features/attributes for test dataCost of user feedback collect

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