Learning to Classify Text Using Support Vector Machines

Name: Learning to Classify Text Using Support Vector Machines
Brand: Springer
SKU: 9780792376798
Price: 99.78 EUR
Availability: InStock

Methods, Theory and Algorithms

Autor: Thorsten Joachims

Jazyk:

Väzba: Pevná

Vydavateľ: Springer

Dostupnosť: Skladom u dodávateľa

Odosielame za 10-13 dní

99.78 €

Based on ideas from Support Vector Machines (SVMs), Learning To Classify Text Using Support Vector M...

Informácie o knihe

Autor

Thorsten Joachims

Jazyk

Angličtina

Väzba

Kniha - Pevná

Vydalo

2002

Stránok

205

EAN

9780792376798

ISBN

079237679X

Enbook ID

01397195

Vydavateľ

Springer

Hmotnosť

1100

Rozmery

155 x 235 x 17

Kompletný popis

Based on ideas from Support Vector Machines (SVMs), Learning To Classify Text Using Support Vector Machines presents a new approach to generating text classifiers from examples. The approach combines high performance and efficiency with theoretical understanding and improved robustness. In particular, it is highly effective without greedy heuristic components. The SVM approach is computationally efficient in training and classification, and it comes with a learning theory that can guide real-world applications.§Learning To Classify Text Using Support Vector Machines gives a complete and detailed description of the SVM approach to learning text classifiers, including training algorithms, transductive text classification, efficient performance estimation, and a statistical learning model of text classification. In addition, it includes an overview of the field of text classification, making it self-contained even for newcomers to the field. This book gives a concise introduction to SVMs for pattern recognition, and it includes a detailed description of how to formulate text-classification tasks for machine learning.

Mohlo by vás zaujímať

Zákazníci, ktorí si kúpili túto knihu, kúpili tiež

Najčastejšie vyhľadávané

Categories

Authors

Publishers

Produkty

Produkty

Najčastejšie vyhľadávané

Categories

Authors

Publishers

Produkty

Produkty

Learning to Classify Text Using Support Vector Machines

Methods, Theory and Algorithms

Informácie o knihe

Kompletný popis

Mohlo by vás zaujímať

Zákazníci, ktorí si kúpili túto knihu, kúpili tiež