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Title: Data Preparation for Data Mining by Dorian Pyle ISBN: 1-55860-529-0 Publisher: Morgan Kaufmann Pub. Date: 15 March, 1999 Format: Paperback Volumes: 1 List Price(USD): $49.95 |
Average Customer Rating: 4.67 (9 reviews)
Rating: 5
Summary: Excellent book
Comment: I started to work in Data Mining about 7 years ago. I have read many books about this subject and nearly all of them have similar approaches and stress the importance of the data preparation but they all, except one, just discuss lightly this subject. I don't know any book that deal with data preparation as Pyle's book does. Each topic is discussed in-depth. This is a very clear and enjoyable book. I have tested all concepts and the results are amazing.
Chapter 11 introduces the Data Survey topic in which techniques based in Shannon's Information Theory are showed. These information theory approaches are simply wonderful and gives to the Data Mining subject the bases to get models that extract complete relevant information from the data.
I recommend this book to anyone who wants to work seriously with Data Mining.
Rating: 5
Summary: Must read book for data mining
Comment: An excellent book. This book helped me to understand what data preparation is really about. Read this before start any data mining project.
Rating: 5
Summary: Excellent book; a must for those who do data mining.
Comment: This book by Dorian Pyle is excellent! It really helps explain the details of how you prepare your data so that data mining can be most effective. I highly recommend it.
Randy Collica
Sr. Business/Data Mining Analyst
Hewlett-Packard Co.
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Title: Business Modeling and Data Mining by Dorian Pyle ISBN: 155860653X Publisher: Morgan Kaufmann Pub. Date: April, 2003 List Price(USD): $59.95 |
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Title: Principles of Data Mining (Adaptive Computation and Machine Learning) by David J. Hand, Heikki Mannila, Padhraic Smyth ISBN: 026208290X Publisher: MIT Press Pub. Date: 01 August, 2001 List Price(USD): $58.00 |
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Title: Data Mining: Practical Machine Learning Tools and Techniques with Java Implementations by Ian H. Witten, Eibe Frank ISBN: 1558605525 Publisher: Morgan Kaufmann Pub. Date: 11 October, 1999 List Price(USD): $49.95 |
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Title: Data Mining Techniques : For Marketing, Sales, and Customer Support by Michael J. A. Berry, Gordon Linoff ISBN: 0471179809 Publisher: John Wiley & Sons Pub. Date: 27 May, 1997 List Price(USD): $65.00 |
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Title: Data Mining: Concepts and Techniques by Jiawei Han, Micheline Kamber ISBN: 1558604898 Publisher: Morgan Kaufmann Pub. Date: August, 2000 List Price(USD): $54.95 |
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