Synopsis
This advanced research book introduces well-designed improvements to major machine learning algorithms, including decision trees, KNN, random forests, and clustering methods. The book focuses on reducing model complexity while improving accuracy, robustness, and execution time through novel pruning, feature weighting, and ensemble strategies. The proposed approaches are experimentally validated on well-known real-world datasets, demonstrating their effectiveness and strong practical relevance.
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Research Advances in Machine Learning
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Research Advances in Machine Learning
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RESEARCH ADVANCES IN MACHINE LEARNING
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Omniscriptum, Noor Publishing, 2025
ISBN 10: 6209379478
ISBN 13: 9786209379475
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Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This advanced research book introduces well-designed improvements to major machine learning algorithms, including decision trees, KNN, random forests, and clustering methods. The book focuses on reducing model complexity while improving accuracy, robustness, and execution time through novel pruning, feature weighting, and ensemble strategies. The proposed approaches are experimentally validated on well-known real-world datasets, demonstrating their effectiveness and strong practical relevance. 160 pp. Englisch. Seller Inventory # 9786209379475
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Research Advances in Machine Learning
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Research Advances in Machine Learning
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Research Advances in Machine Learning (Paperback)
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Paperback. Condition: new. Paperback. This advanced research book introduces well-designed improvements to major machine learning algorithms, including decision trees, KNN, random forests, and clustering methods. The book focuses on reducing model complexity while improving accuracy, robustness, and execution time through novel pruning, feature weighting, and ensemble strategies. The proposed approaches are experimentally validated on well-known real-world datasets, demonstrating their effectiveness and strong practical relevance. This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability. Seller Inventory # 9786209379475
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Research Advances in Machine Learning
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Research Advances in Machine Learning
Published by
KS Omniscriptum Publishing, 2025
ISBN 10: 6209379478
ISBN 13: 9786209379475
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Taschenbuch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - This advanced research book introduces well-designed improvements to major machine learning algorithms, including decision trees, KNN, random forests, and clustering methods. The book focuses on reducing model complexity while improving accuracy, robustness, and execution time through novel pruning, feature weighting, and ensemble strategies. The proposed approaches are experimentally validated on well-known real-world datasets, demonstrating their effectiveness and strong practical relevance. Seller Inventory # 9786209379475
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RESEARCH ADVANCES IN MACHINE LEARNING
Published by
KS OmniScriptum Publishing, 2025
ISBN 10: 6209379478
ISBN 13: 9786209379475
New
Taschenbuch
Seller: preigu, Osnabrück, Germany
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Taschenbuch. Condition: Neu. RESEARCH ADVANCES IN MACHINE LEARNING | Youness Manzali (u. a.) | Taschenbuch | Englisch | 2025 | KS OmniScriptum Publishing | EAN 9786209379475 | Verantwortliche Person für die EU: SIA OmniScriptum Publishing, Brivibas Gatve 197, 1039 RIGA, LETTLAND, customerservice[at]vdm-vsg[dot]de | Anbieter: preigu. Seller Inventory # 134433970