AdaBoost Extensions for Cost-Sensitive Classification : A research under data mining classification
Language: English
Published by LAP Lambert Academic Publishing, 2012
- Softcover
- New
Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH
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£ 47.75
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Add to basketItem description from seller
nach der Bestellung gedruckt Neuware - Printed after ordering - This book provides a review and a research of a special type of classification technique which is known as cost-sensitive data mining. Cost-sensitive data mining is an essential technique of data mining for applications like fraud-detection and loan-approval where the cost of misclassification of a sample is critical. It provides an overview of many algorithms which falls under this cluster. Proposed algorithms namely, CSExtension1, CSExtension2, CSExtension3, CSExtension4 and CSExtension5 are implemented and tested as an extension to data mining tool weka by the author of this book. These all algorithms provide adequate results for the parameters, cost-of-misclassificaiton and number of high cost errors. At the end, it gives new directions to its readers for unexplored areas in the same domain.
Seller Inventory # 9783659179495
- Title
- AdaBoost Extensions for Cost-Sensitive Classification : A research under data mining classification
- Author
- Ankit Desai
- Publisher
- LAP Lambert Academic Publishing
- Publication year
- 2012
- Condition
- Neu
- Binding
- Taschenbuch
- Language
- English
- ISBN 10
- 3659179493
- ISBN 13
- 9783659179495
- Item weight
- 156 grams
- Dimensions
- 220x150x7 mm
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About the Author
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