Hybrib Classification Model: A Data Mining Approach - Bikash Sarkar
-40% koodiga BOOKS
Saadetis 12-18 tööpäeva jooksul
30-päevane tagastamisõigus
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 ... Täielik kirjeldus
Võib-olla meeldib sulle ka
TOP
The Culture Map: Breaking Through the Invisible Boundaries of Global Business
-40% koodiga BOOKS
Laos
TOP
Atomic Habits: An Easy & Proven Way to Build Good Habits & Break Bad Ones
-40% koodiga BOOKS
Laos
TOP
The Nord Stream Conspiracy: The Inside Story of the Explosions That Shook the World
-40% koodiga BOOKS
Lõppenud
TOP
Women Who Run with the Wolves: Myths and Stories of the Wild Woman Archetype
Clarissa Pinkola Estés, Clarissa Pinkola Estes
-40% koodiga BOOKS
Meie tarnija laos
TOP
Prisoners of Geography: Updated 10th Anniversary Edition: Ten Maps That Tell You Everything You Need To Know About Global Politics
-40% koodiga BOOKS
Meie tarnija laos
TOP
How Democracies Die
Steven Levitsky, Daniel Ziblatt
-40% koodiga BOOKS
Meie tarnija laos
TOP
Classic Football Shirts
Classic Football Shirts, Rory Smith
-40% koodiga BOOKS
Meie tarnija laos
TOP
The Whole-Brain Child: 12 Revolutionary Strategies to Nurture Your Child's Developing Mind
Daniel J. Siegel, Tina Payne Bryson
-40% koodiga BOOKS
Meie tarnija laos
TOP
Everything I Know About Love: Now a Major BBC One Series
-40% koodiga BOOKS
Laos
TOP
Braiding Sweetgrass: Indigenous Wisdom, Scientific Knowledge and the Teachings of Plants
-40% koodiga BOOKS
Meie tarnija laos
TOP
The Unabridged Journals of Sylvia Plath
-40% koodiga BOOKS
Meie tarnija laos
TOP
The Testaments: The Sequel to The Handmaid's Tale
-40% koodiga BOOKS
Meie tarnija laos
TOP
Caliban and the Witch: Women, the Body and Primitive Accumulation
-40% koodiga BOOKS
Meie tarnija laos
Kirjeldus
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.
Lisateave
| Autor | Bikash Sarkar |
|---|---|
| Kirjastaja | Scholars' Press |
| Väljalaskeaasta | 2014 |
| Kaanetüüp | Pehme kaanega |
| EAN | 9783639710991 |