{"product_id":"support-vector-machines-and-their-yizeng-liang-9781138381971","title":"Support Vector Machines and Their Application in Chemistry and Biotechnology","description":"\u003cp\u003ePresenting a clear bridge between theory and application, this volume provides a thorough description of the mechanism of support vector machines (SVMs) from the point of view of chemists and biologists. Topics discussed include elements and algorithms of support vector classification (SVC) machines and support vector regression machines (SVR), the kernel function for solving nonlinear problems, ensemble learning of SVMs, applications of SVMs to near-infrared data, SVMs and quantitative structure-activity\/property relationships (QSAR\/QSPR), quality control of traditional Chinese medicine by means of the chromatography fingerprint technique, and the use of SVMS in exploring the biological data produced in OMICS study.\u003c\/p\u003e \u003cp\u003e\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Yizeng Liang,Qing-Song Xu,Hong-Dong Li\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1138381977\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781138381971\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\/10\/2018\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 211\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.67lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.45d","brand":"Yizeng Liang","offers":[{"title":"Paperback","offer_id":48444037234943,"sku":"9781138381971","price":87.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_6050aacd-ebc7-4592-aa71-52d1a09a98ac.jpg?v=1777209570","url":"https:\/\/www.whiterainbookhouse.com\/products\/support-vector-machines-and-their-yizeng-liang-9781138381971","provider":"WR Book House","version":"1.0","type":"link"}