9783319009599 - meta-learning in decision tree induction: 498 di grabczewski, krzysztof (16 risultati)
Lingua: Inglese
Editore: Springer, 2013
Serie: Studies in Computational Intelligence, Libro 52 di 538. Libro 52 di 538 - Studies in Computational Intelligence
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Lingua: Inglese
Editore: Springer, 2013
Serie: Studies in Computational Intelligence, Libro 52 di 538. Libro 52 di 538 - Studies in Computational Intelligence
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Condizione: New.
Lingua: Inglese
Editore: Springer, 2013
Serie: Studies in Computational Intelligence, Libro 52 di 538. Libro 52 di 538 - Studies in Computational Intelligence
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Lingua: Inglese
Editore: Springer, 2013
Serie: Studies in Computational Intelligence, Libro 52 di 538. Libro 52 di 538 - Studies in Computational Intelligence
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Condizione: New. pp. 360.
Lingua: Inglese
Editore: Springer, Springer, 2013
Serie: Studies in Computational Intelligence, Libro 52 di 538. Libro 52 di 538 - Studies in Computational Intelligence
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Da: AHA-BUCH GmbH, Einbeck, GermaniaAHA-BUCH GmbH
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Buch. Condizione: Neu. Druck auf Anfrage Neuware - Printed after ordering - The book focuses on different variants of decision tree induction but also describes the meta-learning approach in general which is applicable to other types of machine learning algorithms. The book discusses different variants of decision tree induction… and represents a useful source of information to readers wishing to review some of the techniques used in decision tree learning, as well as different ensemble methods that involve decision trees. It is shown that the knowledge of different components used within decision tree learning needs to be systematized to enable the system to generate and evaluate different variants of machine learning algorithms with the aim of identifying the top-most performers or potentially the best one. A unified view of decision tree learning enables to emulate different decision tree algorithms simply by setting certain parameters. As meta-learning requires running many different processes with the aim of obtaining performance results, a detailed description of the experimental methodology and evaluation framework is provided. Meta-learning is discussed in great detail in the second half of the book. The exposition starts by presenting a comprehensive review of many meta-learning approaches explored in the past described in literature, including for instance approaches that provide a ranking of algorithms. The approach described can be related to other work that exploits planning whose aim is to construct data mining workflows. The book stimulates interchange of ideas between different, albeit related, approaches.
Lingua: Inglese
Editore: Springer, 2013
Serie: Studies in Computational Intelligence, Libro 52 di 538. Libro 52 di 538 - Studies in Computational Intelligence
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Da: Buchpark, Trebbin, GermaniaBuchpark
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Condizione: Sehr gut. Zustand: Sehr gut | Seiten: 360 | Sprache: Englisch | Produktart: Bücher | The book focuses on different variants of decision tree induction but also describes the meta-learning approach in general which is applicable to other types of machine learning algorithms. The book discusses different variants of d…ecision tree induction and represents a useful source of information to readers wishing to review some of the techniques used in decision tree learning, as well as different ensemble methods that involve decision trees. It is shown that the knowledge of different components used within decision tree learning needs to be systematized to enable the system to generate and evaluate different variants of machine learning algorithms with the aim of identifying the top-most performers or potentially the best one. A unified view of decision tree learning enables to emulate different decision tree algorithms simply by setting certain parameters. As meta-learning requires running many different processes with the aim of obtaining performance results, a detailed description of the experimental methodology and evaluation framework is provided. Meta-learning is discussed in great detail in the second half of the book. The exposition starts by presenting a comprehensive review of many meta-learning approaches explored in the past described in literature, including for instance approaches that provide a ranking of algorithms. The approach described can be related to other work that exploits planning whose aim is to construct data mining workflows. The book stimulates interchange of ideas between different, albeit related, approaches.
Lingua: Inglese
Editore: Springer-Verlag New York Inc, 2014
Serie: Studies in Computational Intelligence, Libro 52 di 538. Libro 52 di 538 - Studies in Computational Intelligence
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Da: Revaluation Books, Exeter, Regno UnitoRevaluation Books
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Hardcover. Condizione: Brand New. 368 pages. 9.25x6.25x1.00 inches. In Stock.
Lingua: Inglese
Editore: Springer, 2013
Serie: Studies in Computational Intelligence, Libro 52 di 538. Libro 52 di 538 - Studies in Computational Intelligence
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Hardcover. Condizione: Like New. Like New. book.
Lingua: Inglese
Editore: Springer, 2013
Serie: Studies in Computational Intelligence, Libro 52 di 538. Libro 52 di 538 - Studies in Computational Intelligence
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Condizione: As New. Unread book in perfect condition.
Lingua: Inglese
Editore: Springer, 2013
Serie: Studies in Computational Intelligence, Libro 52 di 538. Libro 52 di 538 - Studies in Computational Intelligence
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Lingua: Inglese
Editore: Springer, 2013
Serie: Studies in Computational Intelligence, Libro 52 di 538. Libro 52 di 538 - Studies in Computational Intelligence
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Da: Brook Bookstore On Demand, Napoli, NA, ItaliaBrook Bookstore On Demand
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Condizione: new. Questo è un articolo print on demand.
Lingua: Inglese
Editore: Springer International Publishing Sep 2013, 2013
Serie: Studies in Computational Intelligence, Libro 52 di 538. Libro 52 di 538 - Studies in Computational Intelligence
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Da: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermaniaBuchWeltWeit Ludwig Meier e.K.
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Buch. Condizione: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -The book focuses on different variants of decision tree induction but also describes the meta-learning approach in general which is applicable to other types of machine learning algorithms. The book discusses different variants of decisio…n tree induction and represents a useful source of information to readers wishing to review some of the techniques used in decision tree learning, as well as different ensemble methods that involve decision trees. It is shown that the knowledge of different components used within decision tree learning needs to be systematized to enable the system to generate and evaluate different variants of machine learning algorithms with the aim of identifying the top-most performers or potentially the best one. A unified view of decision tree learning enables to emulate different decision tree algorithms simply by setting certain parameters. As meta-learning requires running many different processes with the aim of obtaining performance results, a detailed description of the experimental methodology and evaluation framework is provided. Meta-learning is discussed in great detail in the second half of the book. The exposition starts by presenting a comprehensive review of many meta-learning approaches explored in the past described in literature, including for instance approaches that provide a ranking of algorithms. The approach described can be related to other work that exploits planning whose aim is to construct data mining workflows. The book stimulates interchange of ideas between different, albeit related, approaches. 360 pp. Englisch.
Lingua: Inglese
Editore: Springer International Publishing, 2013
Serie: Studies in Computational Intelligence, Libro 52 di 538. Libro 52 di 538 - Studies in Computational Intelligence
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Da: moluna, Greven, Germaniamoluna
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Gebunden. Condizione: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Presents a general meta-learning approach which is applicable to a variety of machine learning algorithms Focuses on different variants of decision tree induction Details the long and complex road from vari…ous small and larger algorithms to.
Lingua: Inglese
Editore: Springer, Palgrave Macmillan Sep 2013, 2013
Serie: Studies in Computational Intelligence, Libro 52 di 538. Libro 52 di 538 - Studies in Computational Intelligence
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Da: buchversandmimpf2000, Emtmannsberg, BAYE, Germaniabuchversandmimpf2000
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Buch. Condizione: Neu. This item is printed on demand - Print on Demand Titel. Neuware -The book focuses on different variants of decision tree induction but also describes the meta-learning approach in general which is applicable to other types of machine learning algorithms. The book discusses different variants of decision tr…ee induction and represents a useful source of information to readers wishing to review some of the techniques used in decision tree learning, as well as different ensemble methods that involve decision trees. It is shown that the knowledge of different components used within decision tree learning needs to be systematized to enable the system to generate and evaluate different variants of machine learning algorithms with the aim of identifying the top-most performers or potentially the best one. A unified view of decision tree learning enables to emulate different decision tree algorithms simply by setting certain parameters. As meta-learning requires running many different processes with the aim of obtaining performance results, a detailed description of the experimental methodology and evaluation framework is provided. Meta-learning is discussed in great detail in the second half of the book. The exposition starts by presenting a comprehensive review of many meta-learning approaches explored in the past described in literature, including for instance approaches that provide a ranking of algorithms. The approach described can be related to other work that exploits planning whose aim is to construct data mining workflows. The book stimulates interchange of ideas between different, albeit related, approaches.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 360 pp. Englisch.
Lingua: Inglese
Editore: Springer, 2013
Serie: Studies in Computational Intelligence, Libro 52 di 538. Libro 52 di 538 - Studies in Computational Intelligence
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Da: Majestic Books, Hounslow, Regno UnitoMajestic Books
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Condizione: New. Print on Demand pp. 360 52:B&W 6.14 x 9.21in or 234 x 156mm (Royal 8vo) Case Laminate on White w/Gloss Lam.
Lingua: Inglese
Editore: Springer, 2013
Serie: Studies in Computational Intelligence, Libro 52 di 538. Libro 52 di 538 - Studies in Computational Intelligence
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Da: Biblios, frankfurt am main, HESSE, GermaniaBiblios
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Condizione: New. PRINT ON DEMAND pp. 360.
