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Cost-Sensitive Machine Learning

Language EnglishEnglish
E-book Adobe ePub DRM
Publishers CRC Press, December 2011
In machine learning applications, practitioners must take into account the cost associated with the... Full description
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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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About the book

Full name Cost-Sensitive Machine Learning
Author Balaji Krishnapuram, Shipeng Yu, R. Bharat Rao
Language English
Binding E-book - Adobe ePub DRM
Date of issue 2011
Number of pages 331
EAN 9781040221624
Libristo code 47538670
Publishers CRC Press

Categories

Technology, Engineering, Agriculture > Electronics & communications engineering > Electronics engineering > Automatic control engineering
Computing & Information Technology > Computer science > Artificial intelligence > Machine learning
Computing & Information Technology > Computer programming / software engineering > Algorithms & data structures
Computing & Information Technology > Databases > Data mining
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