Machine Learning by Adaptive Local Hyperplane Algorithm

Name: Machine Learning by Adaptive Local Hyperplane Algorithm
Brand: VDM Verlag
SKU: 9783639261844
Price: 304.87 RON
Availability: InStock

Theory and Applications

Autor: Tao Yang, Vojislav Kecman

Limbă:

Legare: Carte broșată

Editura: VDM Verlag

Disponibilitate: La editor doar la comandă

Expediem în 17-27 zile

304.87 lei

Machine learning algorithms play a key role in many fields of science, technology and business. Clas...

Informații despre carte

Autor

Tao Yang, Vojislav Kecman

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2010

Pagini

144

EAN

9783639261844

ISBN

3639261844

Enbook ID

06833535

Editura

VDM Verlag

Greutate

222

Dimensiuni

229 x 152 x 8

Descriere completă

Machine learning algorithms play a key role in many fields of science, technology and business. Classification and regression are two fundamental tasks in machine learning. This book is devoted to develop learning algorithms for solving the classification and regression problems. A novel learning algorithm dubbed as adaptive local hyperplane (ALH) is introduced to solve the general classification and regression problems. The ALH algorithm belongs to the nonparametric paradigm and it is an extension of the K-local hyperplane distance nearest neighbor (HKNN) algorithm. The ALH algorithm and its extensions have been successfully applied into many real world tasks such as face recognition and DNA microarray analysis and protein sequence function prediction.

S-ar putea să te intereseze

Clienții care au cumpărat această carte au mai cumpărat și

Cele mai căutate

Categories

Authors

Publishers

Produse

Produse

Cele mai căutate

Categories

Authors

Publishers

Produse

Produse

Machine Learning by Adaptive Local Hyperplane Algorithm

Theory and Applications

Informații despre carte

Descriere completă

S-ar putea să te intereseze

Clienții care au cumpărat această carte au mai cumpărat și