Optimization of Classifiers using Genetic Programming

Name: Optimization of Classifiers using Genetic Programming
Brand: LAP Lambert Academic Publishing
SKU: 9783659934926
Price: 311.46 RON
Availability: InStock

Developing Optimal Composite Classifiers using Genetic Programming for Pattern Classification problems

Autor: Abdul Majid

Limbă:

Legare: Carte broșată

Editura: LAP Lambert Academic Publishing

Disponibilitate: În depozitul extern

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311.46 lei

The material in the book is useful for the beginners, graduate students and teachers working in the...

Informații despre carte

Autor

Abdul Majid

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2016

Pagini

160

EAN

9783659934926

Enbook ID

14211182

Editura

LAP Lambert Academic Publishing

Greutate

255

Dimensiuni

150 x 220 x 10

Descriere completă

The material in the book is useful for the beginners, graduate students and teachers working in the fields of pattern recognition, image processing, machine learning, and computational intelligence. This book is also fruitful for scientists, researchers, and engineers who want to develop their improved performance classification models for pattern recognition / classification problems. This book focuses the development of various classification models using genetic programming (GP) optimization. This technique is employed in various stages of the pattern classification. The success of classification system highly depends on the improvement of its classification stage. The book has investigated the potential of genetic programming search space to optimize the performance of various machine-learning approaches including linear, support vector machines, statistical, and nearest neighbor. The main advantage of GP technique is that,during training, it automatically selection suitable component classifiers for optimal combination. In the book, the improved performance of composite classifiers is evaluated for various pattern classification problems.

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Optimization of Classifiers using Genetic Programming

Developing Optimal Composite Classifiers using Genetic Programming for Pattern Classification problems

Informații despre carte

Descriere completă

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