Quality Prediction using Machine Learning Technique(MLT): Predicting the Quality of Object-oriented Multidimensional model of Data Warehouse using Fuzzy Logic and Decision Tree - Couverture souple

Ali, Kunwar Babar

 
9783659249105: Quality Prediction using Machine Learning Technique(MLT): Predicting the Quality of Object-oriented Multidimensional model of Data Warehouse using Fuzzy Logic and Decision Tree
Couverture souple
ISBN 10 : 3659249106 ISBN 13 : 9783659249105
Editeur : LAP LAMBERT Academic Publishing, 2012

Synopsis

This book will serve the undergraduate,postgraduate research scholars who are working in the field of Machine Learning Techniques.This book can be used as a text book to understand the concept and working of Fuzzy logic and Decision Tree Techniques.Its clarity of presentation ,careful development of fuzzy logic rules and their implementation on MATLAB and decision tree rules and their implementation using WEKA, won't disappoints readers who are looking for real work with Machine Learning Techniques.Some features of this book are: *Detailed description about the data quality and information quality and its attributes * Detail explanation about the Relationship between quality attribute and Machine Learning Technique(MLT) * Detail explanation of Quality prediction using Fuzzy logic * Includes all 81 rules of fuzzy logic to predict the quality *Detail explanation of WEKA results with confusion matrix *It contains all the results produced by the fuzzy logic and decision tree in this research.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2012
Langue
anglais
ISBN 10 
3659249106
ISBN 13 
9783659249105
Reliure
Broché
Nombre de pages
76
Coordonnées du fabricant
non disponible
Personne responsable
KreGa Onlinehandel GmbH
4950000000000
info@krega-onlinehandel.de

Birkenweg 31
Brakel
33034
Allemagne