Data Set Modification Improve by Penchala Sathish (8 results)
Data Set Modification to Improve ML Algorithm Performance and Speed
Penchala, Dr. Sathish Kumar; K., Dr. Kishore Anthuvan Sahayaraj
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Data Set Modification to Improve ML Algorithm Performance and Speed
Dr. Sathish Kumar Penchala|Dr. Kishore Anthuvan Sahayaraj K.
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Taschenbuch. Condition: Neu. Data Set Modification to Improve ML Algorithm Performance and Speed | Sathish Kumar Penchala (u. a.) | Taschenbuch | Englisch | 2021 | LAP LAMBERT Academic Publishing | EAN 9786203928723 | Verantwortliche Person für die EU: preigu GmbH & Co. KG, Lengericher Landstr. 19, 49078 Osnabrück, mail[at]preig…u[dot]de | Anbieter: preigu.
Language: English
Published by LAP LAMBERT Academic Publishing Jul 2021, 2021
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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 alg…orithm 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.
Data Set Modification to Improve ML Algorithm Performance and Speed
Penchala, Dr. Sathish Kumar; K., Dr. Kishore Anthuvan Sahayaraj
- Softcover
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Data Set Modification to Improve ML Algorithm Performance and Speed
Penchala, Dr. Sathish Kumar; K., Dr. Kishore Anthuvan Sahayaraj
- Softcover
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Language: English
Published by LAP LAMBERT Academic Publishing Jul 2021, 2021
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Taschenbuch. Condition: Neu. This item is printed on demand - Print on Demand Titel. 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 algorit…hm 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.VDM Verlag, Dudweiler Landstraße 99, 66123 Saarbrücken 72 pp. Englisch.
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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 algorith…m 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.
