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.

You might think of regular expressions as the holy grail of text processing, but are you sure you aren't just shoehorning them in where standard built-in solutions already exist and would work better? JavaScript itself provides programmers with excellent methods for text manipulation, and knowing how and when to use them will help you write more efficient and performant code. From extracting data from APIs to calculating word counts and everything in between, discover how to pick the right tool for the job and make the absolute most of it every single time. Whether you're a beginner or an advanced programmer, this up-to-date guide will save you a ton of time when dealing with text. With Text Processing with JavaScript, you'll find a collection of tiny programs, each demonstrating a string manipulation approach in JavaScript. You'll also focus squarely on the practical aspects of text processing with JavaScript - that is, what each technique is designed to accomplish and how to use it in your program. Discover how to extract data from APIs and web pages, apply spelling corrections, convert and format currencies, and remove HTML tags from text. Learn to intersect tables, copy text to the clipboard, extract lists from text, and highlight sentences that contain a specific word. Find duplicate words and fix them automatically, modify a copy of an existing regex literal, match the beginning or end of a string, and remove all comments from JavaScript and HTML files with ease. Match non-ASCII words, calculate the word count of an article in any language, and more. Become a JavaScript expert and master chef of text processing with this collection of hands-on and production-ready recipes.

This book gives a comprehensive overview of activities currently under way to produce, collect and compile radiation data as needed for the various types of solar energy applications in Europe. Contributions have been made by all contractors of the Commission of the European Communities, in par ticular the Meteorological Offices of the EC member countries. They all re ported on their work at a meeting which was held in October 1982 in Brussels and of which these are the proceedings. The Commission' work in this area follows a detailed strategy which was published earlier as part of the proceedings of Volume I, Series F. Series F is especially devoted to publications on the European Communities' work on solar radiation data. Other volumes within Series F are in preparation and will deal with: - solar radiation data on tilted planes; - solar radiation data derived from meteorological satellite obs- tions. In addition, two new atlases are being prepared, one showing - for the area of the European Community - maps for solar radiation on titled planes of various inclinations and orientations, and the other showing - for the whole of Europe and the Eastern part of the Mediterranean - radiation data for horizontal planes. In the latter there will also be a statistical analy sis section. Both atlases will be published in the course of 1983.

This book is intended to serve as an introduction to the pests of stored foodstuffs of all types on a worldwide basis, and as a broad reference text. It is aimed at being complementary to the more detailed and more specific texts that are listed in the References. It does presuppose an adequate basic knowledge of entomology and zoology in the user. The stored products mentioned in the text are commercial products in the widest sense, including all types of plant and animal materials in addition to grain and prepared foodstuffs. Storage is viewed very broadly, from one day on a shelf to several years in a silo, or refrigerated store at -20°C. In many publications the produce surveyed has been restricted to stored grains, because of their obvious importance to human society, and because of the great quantities involved. For many different materials, of both plant and animal origin, there is a shortage of specific information, but it is to be hoped that this situation will gradually be rectified. It should be clearly understood that any reference to animal pests is made in the strict zoological sense, and refers to any members of the Kingdom Animalia. There is a regrettable tendency in some circles to use the term ‘animal’ as being synonymous with ‘mammal’ – a habit to be deplored! There is definite emphasis on animal pests in this text, but micro-organisms are included where relevant.

Fundamentals of Real Estate Appraisal, 8th Edition contains all the tools you need to understand today's ever-changing appraisal marketplace. The book includes: An Internet Appendix containing Web site addresses useful for all appraisers; Free Appraise-It software for hands- on practice filling out electronic appraisal forms; and over 65 exercises and 15 Achievement exams to test your appraisal knowledge. Pass your exam the first time with this study guide designed specifically for the appraisal licensing exam.

Trekking the Continental Divide from the U.S. border to Kakwa Lake is a demanding adventure. In this revised and updated guidebook devoted to Canada's 1,200-kilometre Great Divide Trail (GDT), Dustin Lynx helps hikers piece together the myriad individual routes that form a continuous trail along the Divide. Outlining the six major sections of the GDT, Lynx breaks the trail into shorter, more attainable segments and thoroughly describes the terrain and condition of each. Not only are these trail segments invaluable for planning shorter trips along the GDT, Lynx's pre-trip planning advice will also prove indispensable for long-distance hikers overcoming such daunting logistical challenges as resupply, navigation and access.