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Quality Prediction using Machine Learning Technique(MLT)

Predicting the Quality of Object-oriented Multidimensional model of Data Warehouse using Fuzzy Logic and Decision Tree

Language EnglishEnglish
Book Paperback
Book Quality Prediction using Machine Learning Technique(MLT) Kunwar Babar Ali
Libristo code: 06858301
Publishers LAP Lambert Academic Publishing, November 2011
This book will serve the undergraduate,postgraduate research scholars who are working in the field o... Full description
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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.

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About the book

Full name Quality Prediction using Machine Learning Technique(MLT)
Language English
Binding Book - Paperback
Date of issue 2012
Number of pages 76
EAN 9783659249105
Libristo code 06858301
Weight 130
Dimensions 150 x 220 x 5
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