Data Complexity in Pattern Recognition (Advanced Information and Knowledge Processing) by Mitra Basu, Tin Kam Ho

Data Complexity in Pattern Recognition (Advanced Information and Knowledge Processing) Author: Mitra Basu, Tin Kam Ho
eBook Title: Data Complexity in Pattern Recognition (Advanced Information and Knowledge Processing)
ISBN10: 1849965579
ISBN13: 978-1849965576
Language: English
Publisher: Springer; Softcover reprint of hardcover 1st ed. 2006 edition (December 9, 2010)
Category: Computers & Technology
Subcategory: Computer Science
Size ePub vers.: 1772 kb
Size PDF vers.: 1874 kb
Other formats: cb7, odf, pdf, azw, ibooks, mobi
Rating: 4.9
Votes: 450
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Automatic pattern recognition has uses in science and engineering, social sciences and finance. This book examines data complexity and its role in shaping theory and techniques across many disciplines, probing strengths and deficiencies of current classification techniques, and the algorithms that drive them. The book offers guidance on choosing pattern recognition classification techniques, and helps the reader set expectations for classification performance.

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