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Pmml In Action

Author : Alex Guazzelli
ISBN : 1470003244
Genre : Computers
File Size : 27. 10 MB
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The data mining community has derived a broad foundation of statistical algorithms and software solutions that has allowed predictive analytics to become a standard approach used in science and industry. For many years, much emphasis has been placed on the development of predictive models. As a consequence, the market place offers a range of powerful tools, many open-source, for effective model building. However, once we turn to the operational deployment and practical application of predictive solutions within an existing IT infrastructure, we face a much more limited choice of options. Often it takes months for models to be integrated and deployed via custom code or proprietary processes. The Predictive Model Markup Language (PMML) standard has reached a significant stage of maturity and has obtained broad industry support, allowing users to develop predictive solutions within one application and use another to execute them. Previously, this was very difficult, but with PMML, the exchange of predictive solutions between compliant applications is now straightforward. The aim of this book is to present PMML from a practical perspective. It contains a variety of code snippets so that concepts are made clear through the use of examples. Readers are assumed to have a basic knowledge of predictive analytics and its techniques and so the book is intended for data mining movers and shakers: anyone interested in moving predictive analytic solutions between applications, including students and scientists. PMML in Action is a great way to learn how to represent your predictive solutions through a mature and refined open standard. For the 2nd edition, the book has been completely revised for PMML 4.1, the latest version of PMML. It includes new chapters and an expanded description of how to represent multiple models in PMML, including model ensemble, segmentation, chaining, and composition. The book is divided into six parts, taking you in a PMML journey in which language elements and attributes are used to represent not only modeling techniques but also data pre- and post-processing. With PMML, users benefit from a single and concise standard to represent predictive models, thus avoiding the need for custom code and proprietary solutions. You too can join the PMML movement! Unleash the power of predictive analytics and data mining today

Data Mining With Rattle And R

Author : Graham Williams
ISBN : 9781441998903
Genre : Mathematics
File Size : 71. 61 MB
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Data mining is the art and science of intelligent data analysis. By building knowledge from information, data mining adds considerable value to the ever increasing stores of electronic data that abound today. In performing data mining many decisions need to be made regarding the choice of methodology, the choice of data, the choice of tools, and the choice of algorithms. Throughout this book the reader is introduced to the basic concepts and some of the more popular algorithms of data mining. With a focus on the hands-on end-to-end process for data mining, Williams guides the reader through various capabilities of the easy to use, free, and open source Rattle Data Mining Software built on the sophisticated R Statistical Software. The focus on doing data mining rather than just reading about data mining is refreshing. The book covers data understanding, data preparation, data refinement, model building, model evaluation, and practical deployment. The reader will learn to rapidly deliver a data mining project using software easily installed for free from the Internet. Coupling Rattle with R delivers a very sophisticated data mining environment with all the power, and more, of the many commercial offerings.

Wikibook Of Health Informatics

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File Size : 88. 26 MB
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West S Federal Practice Digest 4th

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ISBN : STANFORD:36105060241036
Genre : Law reports, digests, etc
File Size : 33. 8 MB
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Trust Privacy And Security In Digital Business

Author : Sokratis Katsikas
ISBN : 9783540317968
Genre : Computers
File Size : 32. 37 MB
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Sincerely welcome to the proceedings of the 2nd International Conference on Trust, Privacy, would be and Security in Digital Business, held in Copenhagen, Denmark, from August 22nd till 26th, 2005. This conference was the successor to the successful TrustBus 2004 conference, held in 2004 in conjunction with the DEXA conferences in Zaragoza. It was our goal that this event would be a forum to bring together researchers from academia and commercial developers from industry to discuss the state of the art of technology for establishing trust, privacy, and security in digital business. We thank the attendees for coming to Copenhagen to participate and debate the new emerging advances in this area. The workshop program consisted of one invited talk and 11 regular technical paper sessions. The invited talk and keynote speech was delivered by Hannes Federrath from the Chair for Management of Information Security at the University of Regensburg, Germany, on “Privacy Enhanced Technology, Methods – Markets – Misuse”. A paper covering his talk is also contained in this book. The regular paper sessions covered a broad range of topics, from access control issues to electronic auctioning, from trust and protocols to smart cards. The conference attracted over 100 submissions of which the Program Committee accepted 32 papers for presentation and inclusion in the conference proceedings. The authors of the accepted papers come from 16 different countries. The proceedings contain the revised versions of all accepted papers.

Data Mining In Medical And Biological Research

Author : Eugenia Giannopoulou
ISBN : 9789537619305
Genre : Medical
File Size : 41. 94 MB
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This book intends to bring together the most recent advances and applications of data mining research in the promising areas of medicine and biology from around the world. It consists of seventeen chapters, twelve related to medical research and five focused on the biological domain, which describe interesting applications, motivating progress and worthwhile results. We hope that the readers will benefit from this book and consider it as an excellent way to keep pace with the vast and diverse advances of new research efforts.

West S Federal Practice Digest

Author :
ISBN : PSU:000049859348
Genre : Law reports, digests, etc
File Size : 61. 39 MB
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Handbook Of Eicosanoids 1987

Author : A. L. Willis
ISBN : 9781351363266
Genre : Medical
File Size : 85. 20 MB
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Building upon the extensive compilation of biochemical data featured in Volume I of the Handbook of Eicosanoids, the new Volume II describes the past, present, and potential future impact of eicosanoid research on new drug development. The reader is taken from a historical perspective through state-of-the-art basic concepts to extensive tabulation of molecular structures of compounds known to act via the eicosanoid system. Much emphasis is given to recent breakthroughs in the mechanism of action of anti-inflammatory corticosteroids and the development of receptor antagonists for prostaglandins and leukotrienes. There is also an introductory chapter that proposes areas that require further investigation and novel approaches using existing technology. This handbook will thus be invaluable for medicinal chemists, pharmacologists, and all those involved in basic research in the eicosanoid area. In addition, many parts of this handbook are suitable for use by university lecturers and students. There are 20 figures and 44 extensive tables as well as a bibliography containing more than 2,000 references that complement the text.

West S Federal Supplement Second Series

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ISBN : UCAL:B5120212
Genre :
File Size : 60. 30 MB
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E Business

Author : Brian Stanford-Smith
ISBN : STANFORD:36105110440778
Genre : Business enterprises
File Size : 74. 27 MB
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Proceedings Of The International Computer Music Conference

Author :
ISBN : UOM:39015040456207
Genre : Computer composition (Music)
File Size : 20. 96 MB
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John Wesley Powell Soldier Explorer Scientist

Author : Geological Survey (U.S.)
ISBN : IND:30000076189590
Genre :
File Size : 28. 34 MB
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California Court Of Appeal 2nd Appellate District Records And Briefs

Author : California (State).
ISBN : LALL:CA-B058667-OT02
Genre : Law
File Size : 59. 52 MB
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Number of Exhibits: 4 Received document entitled: EXHIBITS TO PETITION FOR WRIT

Proceedings Of First Joint International Pre Olympic Conference Of Sports Science And Sports Engineering Computer Science In Sports

Author : Yong Jiang
ISBN : UOM:39015079253376
Genre : Biomechanics
File Size : 87. 60 MB
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The Illustrated London News

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ISBN : STANFORD:36105002117120
Genre : London (England)
File Size : 78. 99 MB
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Books In Print

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ISBN : STANFORD:36105021781450
Genre : American literature
File Size : 58. 25 MB
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The Gentleman S Magazine And Historical Chronicle For The Year

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ISBN : STANFORD:36105126935233
Genre : English essays
File Size : 58. 80 MB
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Traffic World

Author :
ISBN : STANFORD:36105125355698
Genre : Railroads
File Size : 36. 88 MB
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Author :
ISBN : UCAL:B4314174
Genre : Medical sciences
File Size : 44. 45 MB
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Author :
ISBN : UOM:39015081534144
Genre : Macintosh (Computer)
File Size : 39. 77 MB
Format : PDF
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