Contacto
Cómo comprar
Entrega
Guía de compras
Granular Computing in Decision Approximation
An Application of Rough Mereology
Inglés
276 b
Hasta 30 días para devoluciones
Clientes que también han comprado
/
Tapa blanda
18.89
€
/
Tapa blanda
27.89
€
/
Tapa blanda
20.59
€
/
Tapa blanda
20.99
€
/
Tapa blanda
55.09
€
This book presents a study in knowledge discovery in data with knowledge understood as a set of relations among objects and their properties. Relations in this case are implicative decision rules and the paradigm in which they are induced is that of computing with granules defined by rough inclusions, the latter introduced and studied within rough mereology, the fuzzified version of mereology. In this book basic classes of rough inclusions are defined and based on them methods for inducing granular structures from data are highlighted. The resulting granular structures are subjected to classifying algorithms, notably k nearest neighbors and bayesian classifiers.§§Experimental results are given in detail both in tabular and visualized form for fourteen data sets from UCI data repository. A striking feature of granular classifiers obtained by this approach is that preserving the accuracy of them on original data, they reduce substantially the size of the granulated data set as well as the set of granular decision rules. This feature makes the presented approach attractive in cases where a small number of rules providing a high classification accuracy is desirable. As basic algorithms used throughout the text are explained and illustrated with hand examples, the book may also serve as a textbook.§
Sobre el libro
Inglés
Categorías
Regale este libro hoy
Es fácil
1 Añadir al carrito y elegir Entregar como regalo en el checkout 2 Le enviaremos un vale 3 El libro llegará a la dirección del destinatarioTambién puede interesarle
/
Tapa dura
38.69
€
/
Tapa blanda
15.39
€
/
Tapa blanda
60.99
€
/
Tapa blanda
14.39
€
¡Hola! Soy Libroamiko, tu asesor de libros.
¿Cómo puedo ayudarte?