Binary and Multiclass Classification

Language: English

Published by Lulu Press, Inc., 2011

1615800166 / 9781615800162

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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nach der Bestellung gedruckt Neuware - Printed after ordering - Classifiers are 'black boxes' that examine an input and place the input into a category. Examples include medical diagnostics (presence/absence of a disease), quality control (is a part defective ), search engine results (does a page match the search criteria ), language identification (what is the language of a document ), and data quality metrics (does this data set have sufficient quality metrics ). Increasingly, software tools are developed that implement or automate the classification process. Competing classification algorithms are compared to determine which is better suited for a particular application. This book develops the tools needed to measure classifier performance, compare classifiers, and rank order the results. This text examines the properties of binary and multiclass classifiers from a general perspective. Topics include classifier performance metrics, error analysis, comparison of classifier performance, metric distributions, and receiver operator characteristics (ROC).…

Seller Inventory # 9781615800162

Title
Binary and Multiclass Classification
Author
Brian Kolo
Publisher
Lulu Press, Inc.
Publication year
2011
Condition
Neu
Binding
Buch
Language
English
ISBN 10
1615800166
ISBN 13
9781615800162
Item weight
429 grams
Dimensions
235x157x15 mm

AHA-BUCH GmbH

Einbeck, Germany

5-star seller

AbeBooks seller since August 14, 2006

Shipping rates from Germany to U.S.A.

Item7 to 10 business days5 to 7 business days
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