[FREE] Leman Cost-Sensitive Machine Learning (Chapman & Hall/CRC Machine Learning & Pattern Recognition)
| #3281411 in Books | 2011-12-19 | Original language:English | PDF # 1 | 9.30 x.90 x6.20l,1.30 | File Name: 1439839255 | 331 pages
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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 re
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/classificati...Leman Cost-Sensitive Machine Learning (Chapman & Hall/CRC Machine Learning & Pattern Recognition) 3.62 (634 Votes)Cost-Sensitive Machine Learning (Chapman From CRC Press pdf Download Now Foundations of Rule Learning (Cognitive Technologies) Leman Support Vector Machines and Perceptrons: Learning, Optimization, Classification, and Application to Social Networks (SpringerBriefs in Computer Science) MINERIA DE DATOS. REDES NEURONALES Y ARBOLES DE DECISION. 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