Data Set Modification to Improve ML Algorithm Performance and Speed
Language: English
Published by LAP LAMBERT Academic Publishing Jul 2021, 2021
- Softcover
- New
Seller: buchversandmimpf2000, Emtmannsberg, BAYE, Germanybuchversandmimpf2000
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Condition: New
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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 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.VDM Verlag, Dudweiler Landstraße 99, 66123 Saarbrücken 72 pp. Englisch.
Seller Inventory # 9786203928723
- Title
- Data Set Modification to Improve ML Algorithm Performance and Speed
- Author
- Sathish Kumar Penchala
- Publisher
- LAP LAMBERT Academic Publishing Jul 2021
- Publication year
- 2021
- Condition
- Neu
- Binding
- Taschenbuch
- Language
- English
- ISBN 10
- 6203928720
- ISBN 13
- 9786203928723
- Item weight
- 125 grams
- Dimensions
- 220x150x5 mm
"Synopsis" may belong to another edition of this title.
buchversandmimpf2000
Emtmannsberg, BAYE, Germany
AbeBooks seller since January 23, 2017
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