Cost-Sensitive Machine Learning

Cost-Sensitive Machine Learning

Auteur: Balaji Krishnapuram, Shipeng Yu, R. Bharat Rao
Uitgever: CRC Press
Editie: 1
Publicatiedatum: 2011
ISBN: 9780367381912

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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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