Author: Lutz H. Hamel
Edition: 1
Binding: Hardcover
ISBN: 0470371927
Publisher: Wiley-Interscience
Features:
Edition: 1
Binding: Hardcover
ISBN: 0470371927
Publisher: Wiley-Interscience
Features:
Knowledge Discovery with Support Vector Machines (Wiley Series on Methods and Applications in Data Mining)
An easy-to-follow introduction to support vector machinesThis book provides an in-depth, easy-to-follow introduction to support vector machines drawing only from minimal, carefully motivated technical and mathematical background material. Search and download computer ebooks Knowledge Discovery with Support Vector Machines (Wiley Series on Methods and Applications in Data Mining) for free.
An easy-to-follow introduction to support vector machines This book provides an in-depth, easy-to-follow introduction to support vector machines drawing only from minimal, carefully motivated technical and mathematical background material. It begins with a cohesive discussion of machine learning and goes on to cover: Knowledge discovery environments Describing data mathematically Linear decision surfaces and functions Perceptron learning Maximum margin classifiers Support vector machines Elements of statistical learning theory Multi-class classification Regression with support vector machines Novelty detection Complemented with hands-on exercises, algorithm descriptions, and data sets, Knowledge Discovery with Support Vector Machines is an invaluable textbook for advanced undergraduate and graduate courses. It is also an excellent tutorial on support vector machines for professionals who are pursuing research in machine learning and related areas.. Download Knowledge Discovery with Support Vector Machines computer ebooks
It begins with a cohesive discussion of machine learning and goes on to cover:Knowledge discovery environmentsDescribing data mathematicallyLinear decision surfaces and functionsPerceptron learningMaximum margin classifiersSupport vector machinesElements of statistical learning theoryMulti-class classificationRegression with support vector machinesNovelty detectionComplemented with hands-on exercises, algorithm descriptions, and data sets, Knowledge Discovery with Support Vector Machines is an invalua
Knowledge Discovery with Support Vector Machines (Wiley Series on Methods and Applications in Data Mining)
Knowledge Discovery with Support Vector Machines (Wiley Series on Methods and Applications in Data Mining) - Lutz H. Hamel
Knowledge Discovery with Support Vector Machines (Wiley Series on Methods and Applications in Data Mining), ISBN-13: 9780470371923, ISBN-10: 0470371927
Knowledge Discovery with Support Vector Machines
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t begins with a cohesive discussion of machine learning and goes on to cover:Knowledge discovery environmentsDescribing data mathematicallyLinear decision surfaces and functionsPerceptron learningMaximum margin classifiersSupport vector machinesElements of statistical learning theoryMulti-class classificationRegression with support vector machinesNovelty detectionComplemented with hands-on exercises, algorithm descriptions, and data sets, Knowledge Discovery with Support Vector Machines is an invalua
