Hybrib Classification Model

Name: Hybrib Classification Model
Brand: Scholars' Press
SKU: 9783639710991
Price: 1768 CZK
Availability: InStock

A Data Mining Approach

Autor: Bikash Sarkar

Jazyk:

Vazba: Brožovaná

Vydavatel: Scholars' Press

Dostupnost: Skladem u dodavatele

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The book begins with discussion on the basic concept on Data Mining, emphasizing the need of classif...

Informace o knize

Autor

Bikash Sarkar

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2014

Stránek

248

EAN

9783639710991

ISBN

3639710991

Enbook ID

07085199

Vydavatel

Scholars' Press

Hmotnost

367

Rozměry

152 x 229 x 14

Kompletní popis

The book begins with discussion on the basic concept on Data Mining, emphasizing the need of classification model. However, it mainly focuses on designing a family of new hybrid classification systems, each combining C4.5 (a decision tree based rule inductive algorithm) and genetic algorithm. Formally, each such system consists of three phases. The first phase attempts to produce a good population (rule set) from training set. The second phase resolves the interpretability problem of the population and, finally GA optimizes the formatted rule set. The ultimate aim of each system is to achieve higher prediction accuracy over classification problem irrespective to domain, size, dimensionality and class distribution, accepting a good population learned by C4.5 at the beginning. Certainly, the book is not only useful to the researchers but also helpful to the undergraduate and postgraduate students of computer science.

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Hybrib Classification Model

A Data Mining Approach

Informace o knize

Kompletní popis

Mohlo by vás zajímat

Zákaznicí kteří koupili tuto knihu koupili také