Cost-Sensitive Machine Learning (Chapman From CRC Press epub Cost-Sensitive Machine Learning (Chapman From CRC Press pdf download Cost-Sensitive Machine Learning (Chapman From CRC Press pdf file Cost-Sensitive Machine Learning (Chapman From CRC Press audiobook Cost-Sensitive Machine Learning (Chapman From CRC Press book review Cost-Sensitive Machine Learning (Chapman From CRC Press summary
| #4681688 in Books | 2011-12-19 | Original language:English | PDF # 1 | 9.30 x.90 x6.20l,1.30 | File type: PDF | 331 pages||About the Author||Balaji Krishnapuram is a senior R&D manager at Siemens Medical Solutions. He earned a Ph.D. in electrical and computer engineering from Duke University. His research interests include statistical data mining and information ret
In machine learning applications, practitioners must take into account the cost associated with the algorithm. These costs include:
Cost of acquiring training data
Cost of data annotation/labeling and cleaning
Computational cost for model fitting, validation, and testing
Cost of collecting features/attributes for test data
Cost of user feedback collection
Cost of incorrect prediction/classificatio...
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