Cost-Sensitive Machine Learning, Hardcover by Krishnapuram, Balaji (EDT); Yu,...

Cost-Sensitive Machine Learning, Hardcover by Krishnapuram, Balaji (EDT); Yu, Shipeng (EDT); Rao, Bharat (EDT), ISBN 1439839255, ISBN-13 9781439839256, Like New Used, Free shipping in the US Computer scientists and business scholars explore trade-offs between the various costs and benefits of machine learning, first setting out theoretical underpinnings of cost-sensitive machine learning, then describing real-world applications. Among the topics are algorithms for active learning, selective data acquisition for machine learning, minimizing annotation costs in visual category learning, cost-sensitive learning in computational advertising, and cost-sensitive machine learning for information retrieval. Annotation ©2012 Book News, Inc., Portland, OR ()

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