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The Elements of Statistical Learning: Data Mining, Inference, and Predictio…


This book describes the important ideas in a variety of fields such as medicine, biology, finance, and marketing in a common conceptual framework. While the approach is statistical, the emphasis is on concepts rather than mathematics. Many examples are given, with a liberal use of colour graphics. It is a valuable resource for statisticians and anyone interested in data mining in science or industry. The book’s coverage is broad, from supervised learning (prediction) to unsupervised…

The Elements Of Statistical Learning

ISBN 10 : 9780387216065
ISBN 13 : 0387216065

During the past decade there has been an explosion in computation and information technology. With it have come vast amounts of data in a variety of fields such as medicine, biolog..


Intelligence Artificielle

ISBN 10 : 9782744074554
ISBN 13 : 2744074551

L'intelligence artificielle à travers le concept d'agents intelligents, avec 500 exercices de réflexion, de programmation et d'approfondissement...


Data Mining Algorithms

ISBN 10 : 9781118950807
ISBN 13 : 1118950801

Data Mining Algorithms is a practical, technically-oriented guide to data mining algorithms that covers the most important algorithms for building classification, regression, and c..


Digital Soil Mapping With Limited Data

ISBN 10 : 9781402085925
ISBN 13 : 1402085923

Signi?cant technological advances have been few and far between in the past approximately one hundred years of soil survey activities. Perhaps one of the most innovative techniques..


Data Science Fondamentaux Et Tudes De Cas

ISBN 10 : 9782212322507
ISBN 13 : 221232250X

Nous vivons une époque très excitante, qui ramène l'analyse de données et les méthodes quantitatives au coeur de la société. L'aboutissement de nombreux projets de recherche..


Prediction And Discovery

ISBN 10 : 9780821841952
ISBN 13 : 0821841955

These proceedings feature some of the latest important results about machine learning based on methods originated in Computer Science and Statistics. In addition to papers discussi..


Conformal Prediction For Reliable Machine Learning

ISBN 10 : 9780124017153
ISBN 13 : 0124017150

The conformal predictions framework is a recent development in machine learning that can associate a reliable measure of confidence with a prediction in any real-world pattern reco..


Apprentissage Artificiel

ISBN 10 : 9782212083019
ISBN 13 : 2212083017

Les programmes d'intelligence artificielle sont aujourd'hui capables de reconnaître des commandes vocales, d'analyser automatiquement des photos satellites, d'assister des experts..


Modeling Techniques In Predictive Analytics

ISBN 10 : 9780133886191
ISBN 13 : 0133886190

To succeed with predictive analytics, you must understand it on three levels: Strategy and management Methods and models Technology and code This up-to-the-minute reference thoroug..


Handbook Of Statistical Analysis And Data Mining Applications

ISBN 10 : 0080912036
ISBN 13 : 9780080912035

The Handbook of Statistical Analysis and Data Mining Applications is a comprehensive professional reference book that guides business analysts, scientists, engineers and researcher..


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