Contacto
Como comprar
Entrega
Guia de compras
Evaluating Learning Algorithms
Inglês
375 b
Política de devolução de 30 dias
Os clientes também compraram
/
Capa mole
19.94
€
/
Capa mole
12.14
€
/
Capa mole
26.02
€
/
Capa mole
48.71
€
/
Livro de capa dura
151.21
€
/
Capa mole
39.19
€
The field of machine learning has matured to the point where many sophisticated learning approaches can be applied to practical applications. Thus it is of critical importance that researchers have the proper tools to evaluate learning approaches and understand the underlying issues. This book examines various aspects of the evaluation process with an emphasis on classification algorithms. The authors describe several techniques for classifier performance assessment, error estimation and resampling, obtaining statistical significance as well as selecting appropriate domains for evaluation. They also present a unified evaluation framework and highlight how different components of evaluation are both significantly interrelated and interdependent. The techniques presented in the book are illustrated using R and WEKA, facilitating better practical insight as well as implementation. Aimed at researchers in the theory and applications of machine learning, this book offers a solid basis for conducting performance evaluations of algorithms in practical settings.
Sobre o livro
Inglês
Ofereça este livro hoje
É fácil
1 Adicione ao carrinho e escolha Entregar como presente ao finalizar a compra 2 Receberá um vale 3 O livro chegará ao endereço do destinatárioTambém pode estar interessado em
/
Capa mole
49.21
€
/
Capa mole
23.18
€
/
Capa mole
12.14
€
/
Livro de capa dura
31.49
€
/
Capa mole
10.32
€
