Name: Machine Learning of Inductive Bias (en Inglés)
SKU: 58132053
Price: 104.30 USD
Availability: InStock
Author: Utgoff, Paul E.
ISBN: 9781461294085

portada Machine Learning of Inductive Bias (en Inglés)

Machine Learning of Inductive Bias (en Inglés)

Formato

Libro Físico

Autor

Paul E. Utgoff

Editorial

Springer

Idioma

Inglés

N° páginas

166

Encuadernación

Tapa Blanda

Dimensiones

23.4x15.6x1 cm

Peso

0.27 kg.

ISBN13

9781461294085

Categorías

Inteligencia artificial
Jardinería

Machine Learning of Inductive Bias (en Inglés)

Paul E. Utgoff (Autor) · Springer · Tapa Blanda

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Reseña del libro "Machine Learning of Inductive Bias (en Inglés)"

This book is based on the author's Ph.D. dissertation[56]. The the- sis research was conducted while the author was a graduate student in the Department of Computer Science at Rutgers University. The book was pre- pared at the University of Massachusetts at Amherst where the author is currently an Assistant Professor in the Department of Computer and Infor- mation Science. Programs that learn concepts from examples are guided not only by the examples (and counterexamples) that they observe, but also by bias that determines which concept is to be considered as following best from the ob- servations. Selection of a concept represents an inductive leap because the concept then indicates the classification of instances that have not yet been observed by the learning program. Learning programs that make undesir- able inductive leaps do so due to undesirable bias. The research problem addressed here is to show how a learning program can learn a desirable inductive bias.