{"product_id":"machine-learning-in-medicine-by-ton-j-cleophas-2","title":"Machine Learning in Medicine by Ton J Cleophas | 5th Edition | ISBN-13 9789400768857","description":"\u003cp\u003e\u003cb\u003eMachine Learning in Medicine by Ton J Cleophas\u003c\/b\u003e\u003c\/p\u003e\n Machine learning is concerned with the analysis of large data and multiple variables. However, it is also often more sensitive than traditional statistical methods to analyze small data. The first volume reviewed subjects like optimal scaling, neural networks, factor analysis, partial least squares, discriminant analysis, canonical analysis, and fuzzy modeling. This second volume includes various clustering models, support vector machines, Bayesian networks, discrete wavelet analysis, genetic programming, association rule learning, anomaly detection, correspondence analysis, and other subjects.Both the theoretical bases and the step by step analyses are described for the benefit of non-mathematical readers. Each chapter can be studied without the need to consult other chapters. Traditional statistical tests are, sometimes, priors to machine learning methods, and they are also, sometimes, used as contrast tests. To those wishing to obtain more knowledge of them, we recommend to additionally study (1) Statistics Applied to Clinical Studies 5th Edition 2012, (2) SPSS for Starters Part One and Two 2012, and (3) Statistical Analysis of Clinical Data on a Pocket Calculator Part One and Two 2012, written by the same authors, and edited by Springer, New York.\u003ch3\u003eBook details\u003c\/h3\u003e\u003ctable style=\"border-collapse:collapse;width:100%;\"\u003e\u003ctbody\u003e\n\u003ctr\u003e\n\u003cth style=\"text-align:left;padding:6px 10px;border:1px solid #ddd;\"\u003eISBN 13\u003c\/th\u003e\n\u003ctd style=\"padding:6px 10px;border:1px solid #ddd;\"\u003e9789400768857\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003cth style=\"text-align:left;padding:6px 10px;border:1px solid #ddd;\"\u003eISBN 10\u003c\/th\u003e\n\u003ctd style=\"padding:6px 10px;border:1px solid #ddd;\"\u003e9400768850\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003cth style=\"text-align:left;padding:6px 10px;border:1px solid #ddd;\"\u003eAuthor\u003c\/th\u003e\n\u003ctd style=\"padding:6px 10px;border:1px solid #ddd;\"\u003eTon J Cleophas\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003cth style=\"text-align:left;padding:6px 10px;border:1px solid #ddd;\"\u003eCondition\u003c\/th\u003e\n\u003ctd style=\"padding:6px 10px;border:1px solid #ddd;\"\u003eNew\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003cth style=\"text-align:left;padding:6px 10px;border:1px solid #ddd;\"\u003eBinding Type\u003c\/th\u003e\n\u003ctd style=\"padding:6px 10px;border:1px solid #ddd;\"\u003eHardback\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003cth style=\"text-align:left;padding:6px 10px;border:1px solid #ddd;\"\u003ePublisher\u003c\/th\u003e\n\u003ctd style=\"padding:6px 10px;border:1px solid #ddd;\"\u003eSpringer\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003cth style=\"text-align:left;padding:6px 10px;border:1px solid #ddd;\"\u003eYear published\u003c\/th\u003e\n\u003ctd style=\"padding:6px 10px;border:1px solid #ddd;\"\u003e2013-06-12\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003cth style=\"text-align:left;padding:6px 10px;border:1px solid #ddd;\"\u003eNumber of pages\u003c\/th\u003e\n\u003ctd style=\"padding:6px 10px;border:1px solid #ddd;\"\u003e231\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003cth style=\"text-align:left;padding:6px 10px;border:1px solid #ddd;\"\u003eCover note\u003c\/th\u003e\n\u003ctd style=\"padding:6px 10px;border:1px solid #ddd;\"\u003eBook picture is for illustrative purposes only, actual binding, cover or edition may vary.\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/tbody\u003e\u003c\/table\u003e","brand":"Springer","offers":[{"title":"Default Title","offer_id":67682291876085,"sku":"9789400768857","price":39.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0795\/8632\/8821\/files\/9789400768857.jpg?v=1791826370","url":"https:\/\/arbiyas.com\/products\/machine-learning-in-medicine-by-ton-j-cleophas-2","provider":"Arbiyas","version":"1.0","type":"link"}