by Dorian Pyle, Morgan Kaufmann, , PDF, pages, 5 MB. From: Date: A download of this excellent book is was available on the web. Data Preparation. Data Preparation for Data Mining by Dorian Pyle, , available at Book Depository with free delivery worldwide. Oxford and Oxford English are trade marks of Oxford University Press. ISBN 0 19 7 (with answers). ISBN 0 19

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Pyle performs consistently well in this regard.

Data Preparation for Data Mining : Dorian Pyle :

If you are a seller for this product, would you like to suggest updates through seller support? The CD that comes with the book is pretty much useless, but aside from that caveat, this is a great book. The way datx is prepared and aggregated determines the picture one gets from the data.

Customers who viewed this item also viewed. On the enclosed CD-ROM, you’ll find a suite of programs as C source code and compiled into a command-line-driven toolkit. Thanks largely to its perceived difficulty, data preparation has traditionally taken a backseat to the more alluring question of how best to extract meaningful knowledge. Discovering Knowledge in Data: Technical Details System requirements for accompanying computer disc: We were unable to find this edition in any bookshop we are able to search.


This single location in South Australia: Examples were on minute datasets that need hardly any preparation; endless pages on describing basic facts on data; and no minig real-life examples that match the level of data mining encountered in industry.

He has applied this knowledge as a consultant with Knowledge Stream Partners, Xchange, Naviant, Thinking Machines, and Data Miners and with various companies directly involved in credit card marketing for banks and with manufacturing companies using industrial automation. On the enclosed CD-ROM, you’ll find a suite of programs as C source code and compiled into a command-line-driven toolkit.

But without adequate preparation of your data, the return on the resources invested in mining is certain to be disappointing.

When he mentioned to me last eorian that he was working on this book I had no idea how thorough and complete it would be. Summary “‘Data Preparation for Data Mining’ addresses an issue unfortunately ignored by most authorities on data mining: Wang Snippet view – Open fof the public.

Apply his techniques and watch your mining efforts pay off-in the form of improved performance, preparatkon distortion, and more valuable results. Data Preparation for Data Mining. Prepares miners, helping them head into preparation with a better understanding of data sets and their limitations. We use cookies to give you the best possible experience. Goes far beyond theory, leading you-step by step-through the author’s own data preparation techniques.


Data exploration as a process 2. Account Options Sign in.

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Sampling, variability and confidence 6. Dorian has sata 20 years experience in artificial intelligence and machine learning techniques which are used in what is known today as “data mining” or “predictive analytics”. I have been helping folks learn Clementine – a data mining package – for several years. Product details Format Paperback pages Dimensions x x 30mm It is intended to fill ” Set up My libraries How do I set up “My libraries”?

Book ratings by Goodreads. His practice data set has a real variety datq variable types, and dozens of predictors.

Dorian Pyle corrects this imbalance. Lists What are lists? That was a mistake.