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Support Vector Machines for Pattern Classification (Advances in Computer Vision and Pattern Recognition)

Support Vector Machines for Pattern Classification (Advances in Computer Vision and Pattern Recognition)

Yazar : Shigeo Abe
Yayınevi : Springer
ISBN : 9781849960977
Baskı yılı : 2010
Sayfa sayısı : 492
Ağırlık : 0.86 kg
Stok durumu : Tükendi   
A guide on the use of SVMs in pattern classification, including a rigorous performance comparison of classifiers and regressors. The book presents architectures for multiclass classification and function approximation problems, as well as evaluation crite
Introduction Two-Class Support Vector Machines Multiclass Support Vector Machines Variants of Support Vector Machines Training Methods Kernel-Based Methods Feature Selection and Extraction Clustering Maximum-Margin Multilayer Neural Networks Maximum-Margi