Analytic Learning Methods for Pattern Recognition (Bog, Hardback, Engelsk) af Kar-Ann Toh
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Analytic Learning Methods for Pattern Recognition

(Bog, Hardback, Engelsk)
Forfattere: Kar-Ann Toh, Huiping Zhuang, Simon Liu, Zhiping Lin
Analytic Learning Methods for Pattern Recognition
Forlag: Springer Nature Switzerland AG

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Beskrivelse

This textbook is a consolidation of learning methods which comes in an analytic form. The covered learning methods include classical and advanced solutions to problems of regression, minimum classification error, maximum receiver operating characteristics, bridge regression, ensemble learning and network learning.

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Alle detaljer

Forlag Springer Nature Switzerland AG
Forfattere Kar-Ann Toh, Huiping Zhuang, Simon Liu, Zhiping Lin
Type Bog
Format Hardback
Sprog Engelsk
Udgivelsesdato 01-06-2025
Første udgivelsesår 2025
Illustrationer 99 Illustrations, color; 19 Illustrations, black and white
Originalsprog Switzerland
Sideantal 387
Indbinding Hardback
Forlag Springer Nature Switzerland AG
Sideoplysninger 387 pages, 99 Illustrations, color; 19 Illustrations, black and white
Mål 235 x 155
ISBN-13 / EAN-13 9789819621507