Optimization of Classifiers using Genetic Programming

Name: Optimization of Classifiers using Genetic Programming
Brand: LAP Lambert Academic Publishing
SKU: 9783659934926
Price: 21731 HUF
Availability: InStock

Developing Optimal Composite Classifiers using Genetic Programming for Pattern Classification problems

Szerző: Abdul Majid

Nyelv:

Kötés: Puha kötésű

Kiadó: LAP Lambert Academic Publishing

Elérhetőség: Beszállítói készleten

Küldés 5-8 napon belül

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

Információk a könyvről

Szerző

Abdul Majid

Nyelv

Angol

Kötés

Könyv - Puha kötésű

Kiadva

2016

oldal

160

EAN

9783659934926

Enbook ID

14211182

Kiadó

LAP Lambert Academic Publishing

Súly

255

Méretek

150 x 220 x 10

Teljes leírás

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

Információk a könyvről

Teljes leírás

Érdekelheti

Azok a vásárlók, akik ezt a könyvet megvásárolták, a következőket is megvásárolták