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We propose two pre-processing steps to classification that apply convex hull- based algorithms to the training set to help improve the performance and speed of classification. The Class Reconstruction algorithm uses a clustering algorithm combined with a convex hull-based approach that re-labels the dataset with a new and expanded class structure. We demonstrate how this performance- improvement algorithm helps boost the accuracy results of Naive Bayes in some, but not all, cases that use real-world datasets.
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Data Set Modification to Improve ML Algorithm Performance and Speed
Published by
LAP LAMBERT Academic Publishing, 2021
ISBN 10: 6203928720
ISBN 13: 9786203928723
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Softcover
Seller: Books Puddle, New York, NY, U.S.A.
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Data Set Modification to Improve ML Algorithm Performance and Speed
Published by
LAP LAMBERT Academic Publishing Jul 2021, 2021
ISBN 10: 6203928720
ISBN 13: 9786203928723
New
Taschenbuch
Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Germany
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Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -We propose two pre-processing steps to classification that apply convex hull- based algorithms to the training set to help improve the performance and speed of classification. The Class Reconstruction algorithm uses a clustering algorithm combined with a convex hull-based approach that re-labels the dataset with a new and expanded class structure. We demonstrate how this performance- improvement algorithm helps boost the accuracy results of Naive Bayes in some, but not all, cases that use real-world datasets. 72 pp. Englisch. Seller Inventory # 9786203928723
Quantity: 2 available
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Data Set Modification to Improve ML Algorithm Performance and Speed
Published by
LAP LAMBERT Academic Publishing, 2021
ISBN 10: 6203928720
ISBN 13: 9786203928723
New
Softcover
Seller: Majestic Books, Hounslow, United Kingdom
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Condition: New. Print on Demand. Seller Inventory # 400152408
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Data Set Modification to Improve ML Algorithm Performance and Speed
Published by
LAP LAMBERT Academic Publishing, 2021
ISBN 10: 6203928720
ISBN 13: 9786203928723
New
Taschenbuch
Seller: AHA-BUCH GmbH, Einbeck, Germany
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Taschenbuch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - We propose two pre-processing steps to classification that apply convex hull- based algorithms to the training set to help improve the performance and speed of classification. The Class Reconstruction algorithm uses a clustering algorithm combined with a convex hull-based approach that re-labels the dataset with a new and expanded class structure. We demonstrate how this performance- improvement algorithm helps boost the accuracy results of Naive Bayes in some, but not all, cases that use real-world datasets. Seller Inventory # 9786203928723
Quantity: 1 available
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Data Set Modification to Improve ML Algorithm Performance and Speed
Published by
LAP LAMBERT Academic Publishing, 2021
ISBN 10: 6203928720
ISBN 13: 9786203928723
New
Softcover
Seller: Biblios, Frankfurt am main, HESSE, Germany
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Condition: New. PRINT ON DEMAND. Seller Inventory # 18397305997
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Data Set Modification to Improve ML Algorithm Performance and Speed
Published by
LAP LAMBERT Academic Publishing, 2021
ISBN 10: 6203928720
ISBN 13: 9786203928723
New
Softcover
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Data Set Modification to Improve ML Algorithm Performance and Speed
Published by
LAP LAMBERT Academic Publishing Jul 2021, 2021
ISBN 10: 6203928720
ISBN 13: 9786203928723
New
Taschenbuch
Seller: buchversandmimpf2000, Emtmannsberg, BAYE, Germany
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Taschenbuch. Condition: Neu. Neuware -We propose two pre-processing steps to classification that apply convex hull- based algorithms to the training set to help improve the performance and speed of classification. The Class Reconstruction algorithm uses a clustering algorithm combined with a convex hull-based approach that re-labels the dataset with a new and expanded class structure. We demonstrate how this performance- improvement algorithm helps boost the accuracy results of Naive Bayes in some, but not all, cases that use real-world datasets.Books on Demand GmbH, Überseering 33, 22297 Hamburg 72 pp. Englisch. Seller Inventory # 9786203928723
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