Document Classification Algorithms: And Feature Selection Techniques with the Practical Test - Esraa Hussein,Ahmed Hussein
-40% koodiga BOOKS
Saadetis 12-18 tööpäeva jooksul
30-päevane tagastamisõigus
Documents classification is one of the most important fields in Natural language processing and text mining. There are many algorithms can be used to perform this task. Most of the used algorithms are from machine learning like: Decision Tree, Support Vector Machine, K-Nearest Neighbors and Naïve Bayes. These are the most essential four classification algorithms. Many researches try to modify and improve th ... Täielik kirjeldus
Võib-olla meeldib sulle ka
TOP
The Demon-Haunted World: Science as a Candle in the Dark
-40% koodiga BOOKS
Meie tarnija laos
TOP
Heart Rate Variability: Science and Strategies for Peak Performance
Marco Altini, Sylvain Laborde, Dan Plews, Emma Mosley
-40% koodiga BOOKS
Lõppenud
TOP
Many Faces, One Purpose: A Managers Handbook on Women in Firefighting
U. S. Fire Administration, Homeland Security
-40% koodiga BOOKS
Lõppenud
TOP
The Gulf Moment: Arab Relations Since 2011
Florence Gaub, U. S. Army War College, Strategic Studies Institute
-40% koodiga BOOKS
Lõppenud
TOP
Introduction to Algorithms
Ronald L. Rivest, Charles E. Leiserson, Clifford Stein, Thomas H. Cormen
-40% koodiga BOOKS
Meie tarnija laos
TOP
Thinking in Systems: International Bestseller
-40% koodiga BOOKS
Meie tarnija laos
TOP
Integrating Special Forces and the ATLAS Network: A Theoretical Framework for Strategic Security Cooperation in Europe
-40% koodiga BOOKS
Meie tarnija laos
TOP
The Code Book: The Science of Secrecy from Ancient Egypt to Quantum Cryptography
-40% koodiga BOOKS
Meie tarnija laos
TOP
101 Things I Learned in Architecture School
-40% koodiga BOOKS
Meie tarnija laos
TOP
Skin in the Game: Hidden Asymmetries in Daily Life
-40% koodiga BOOKS
Meie tarnija laos
TOP
Dinosaurs and Prehistoric Life: The Definitive Visual Guide to Prehistoric Animals
-40% koodiga BOOKS
Meie tarnija laos
TOP
International Economics: Theory and Policy, Global Edition
Paul Krugman, Maurice Obstfeld, Marc Melitz
-40% koodiga BOOKS
Meie tarnija laos
TOP
The Unaccountability Machine: Why Big Systems Make Terrible Decisions
-40% koodiga BOOKS
Meie tarnija laos
TOP
Nudge: Improving Decisions About Health, Wealth and Happiness
Cass R Sunstein, Richard H. Thaler
-40% koodiga BOOKS
Laos
TOP
Crossing Borders: About the birth of the Consortium of European Research Libraries, the organisation's early years and its path to maturity, spanning the period from the late twentieth century to the first decades of the twenty-first century
-40% koodiga BOOKS
Meie tarnija laos
TOP
Cybernetics: Second Edition: Or the Control and Communication in the Animal and the Machine
-40% koodiga BOOKS
Meie tarnija laos
Kirjeldus
Documents classification is one of the most important fields in Natural language processing and text mining. There are many algorithms can be used to perform this task. Most of the used algorithms are from machine learning like: Decision Tree, Support Vector Machine, K-Nearest Neighbors and Naïve Bayes. These are the most essential four classification algorithms. Many researches try to modify and improve these algorithms for text classification. In this book, our work is divided into two levels: (i) a comparative study for these four algorithms, (ii) studying the improvement of document classification with feature selection where four feature selection methods are used and a new feature selection method is suggested.
Lisateave
| Autor | Esraa Hussein, Ahmed Hussein |
|---|---|
| Kirjastaja | LAP LAMBERT Academic Publishing |
| Väljalaskeaasta | 2020 |
| Kaanetüüp | Pehme kaanega |
| EAN | 9786200785268 |