{"product_id":"cost-sensitive-machine-learning-balaji-krishnapuram-9780367381912","title":"Cost-Sensitive Machine Learning","description":"\u003cp\u003eThis volume is one of the first books to provide an overview of the current research efforts and problems in this area. It discusses real-world applications that incorporate the cost of learning into the modeling process. The first part of the book describes well-established machine learning approaches for reducing data acquisition costs during training as well as approaches for reducing costs when systems must make predictions for new samples. The second part covers real-world applications, such as computer-aided medical diagnosis, that effectively trade off different types of costs. \u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Balaji Krishnapuram\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 0367381915\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9780367381912\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e CRC Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 09\/19\/2019\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 331\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.45lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.10h x 6.10w x 0.80d","brand":"Balaji Krishnapuram","offers":[{"title":"Paperback","offer_id":48443367948543,"sku":"9780367381912","price":87.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_de0797ac-e094-45dc-9ecd-4a0b3bca6a10.jpg?v=1777205047","url":"https:\/\/www.whiterainbookhouse.com\/products\/cost-sensitive-machine-learning-balaji-krishnapuram-9780367381912","provider":"WR Book House","version":"1.0","type":"link"}