Contacto
Cómo comprar
Entrega
Guía de compras
Rough Set and Statistical Approach to Knowledge Discovery
Dimension Reduction, Clustering and Classification Techniques
Inglés
207 b
Hasta 30 días para devoluciones
Clientes que también han comprado
/
Tapa blanda
19.79
€
/
Tapa blanda
20.89
€
/
Tapa blanda
51.89
€
/
Tapa blanda
17.89
€
/
Tapa blanda
18.99
€
Large amount of data have been collected routinely in the course of day-to-day work in different fields. Typically, the datasets constantly grow accumulating a large number of features, which are not equally important in decision-making. Rough set theory (RST)recently becomes very popular in dimensionality reduction and feature selection of large datasets. The RST approach to feature selection is used to determine a subset of features (or attributes) called reduct which can predict the decision concepts. In reality, there are multiple reducts in a given information system used for developing classifiers, amongst which the best performer is chosen as the final solution to the problem. Selecting a reduct with good performance is time expensive, as there might be many reducts of a given dataset. Therefore, obtaining a best performer classifier is not practical rather ensemble of different classifiers may lead to better classification accuracy. However, combining large number of classifiers increases complexity of the system. The work trades off between these two approaches and creates an efficient ensemble classifier.
Sobre el libro
Inglés
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 blanda
9.79
€
/
Tapa blanda
18.09
€
/
Tapa blanda
121.69
€
¡Hola! Soy Libroamiko, tu asesor de libros.
¿Cómo puedo ayudarte?