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.

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.

An easy-to-follow introduction to support vector machines This book provides an in-depth, easy-to-follow introduction tosupport vector machines drawing only from minimal, carefullymotivated technical and mathematical background material. It beginswith a cohesive discussion of machine learning and goes on tocover: * 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 VectorMachines is an invaluable textbook for advanced undergraduateand graduate courses. It is also an excellent tutorial on supportvector machines for professionals who are pursuing research inmachine learning and related areas.

An easy-to-follow introduction to support vector machines This book provides an in-depth, easy-to-follow introduction tosupport vector machines drawing only from minimal, carefullymotivated technical and mathematical background material. It beginswith a cohesive discussion of machine learning and goes on tocover: * 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 VectorMachines is an invaluable textbook for advanced undergraduateand graduate courses. It is also an excellent tutorial on supportvector machines for professionals who are pursuing research inmachine learning and related areas.

Erscheinungsdatum: 20.05.2018, Medium: Taschenbuch, Einband: Kartoniert / Broschiert, Titel: Support Knowledge Base Third Edition, Autor: Blokdyk, Gerardus, Verlag: 5STARCooks, Sprache: Englisch, Schlagworte: BUSINESS & ECONOMICS // General, Rubrik: Wirtschaft // Allgemeines, Lexika, Geschichte, Seiten: 128, Informationen: Paperback, Gewicht: 198 gr, Verkäufer: averdo

Erscheinungsdatum: 08.08.2018, Medium: Taschenbuch, Einband: Kartoniert / Broschiert, Titel: Knowledge-Centered Support Third Edition, Autor: Blokdyk, Gerardus, Verlag: 5STARCooks, Sprache: Englisch, Schlagworte: BUSINESS & ECONOMICS // General, Rubrik: Wirtschaft // Allgemeines, Lexika, Geschichte, Seiten: 286, Informationen: Paperback, Gewicht: 418 gr, Verkäufer: averdo

Erscheinungsdatum: 20.05.2018, Medium: Taschenbuch, Einband: Kartoniert / Broschiert, Titel: Support Knowledge Base Third Edition, Autor: Blokdyk, Gerardus, Verlag: 5STARCooks, Sprache: Englisch, Schlagworte: BUSINESS & ECONOMICS // General, Rubrik: Wirtschaft // Allgemeines, Lexika, Geschichte, Seiten: 128, Informationen: Paperback, Gewicht: 198 gr, Verkäufer: averdo

Erscheinungsdatum: 08.08.2018, Medium: Taschenbuch, Einband: Kartoniert / Broschiert, Titel: Knowledge-Centered Support Third Edition, Autor: Blokdyk, Gerardus, Verlag: 5STARCooks, Sprache: Englisch, Schlagworte: BUSINESS & ECONOMICS // General, Rubrik: Wirtschaft // Allgemeines, Lexika, Geschichte, Seiten: 286, Informationen: Paperback, Gewicht: 418 gr, Verkäufer: averdo

Erscheinungsdatum: 20.08.2019, Medium: Taschenbuch, Einband: Kartoniert / Broschiert, Titel: Knowledge-Support model for emerging farmers: A South Africa case, Autor: Akinsola, O. S., Verlag: LAP Lambert Academic Publishing, Sprache: Englisch, Rubrik: Informatik // EDV, Sonstiges, Seiten: 448, Informationen: Paperback, Gewicht: 685 gr, Verkäufer: averdo