Download or read book Applied Predictive Modeling written by Max Kuhn and published by Springer Science & Business Media. This book was released on 2013-05-17 with total page 595 pages. Available in PDF, EPUB and Kindle. Book excerpt: Applied Predictive Modeling covers the overall predictive modeling process, beginning with the crucial steps of data preprocessing, data splitting and foundations of model tuning. The text then provides intuitive explanations of numerous common and modern regression and classification techniques, always with an emphasis on illustrating and solving real data problems. The text illustrates all parts of the modeling process through many hands-on, real-life examples, and every chapter contains extensive R code for each step of the process. This multi-purpose text can be used as an introduction to predictive models and the overall modeling process, a practitioner’s reference handbook, or as a text for advanced undergraduate or graduate level predictive modeling courses. To that end, each chapter contains problem sets to help solidify the covered concepts and uses data available in the book’s R package. This text is intended for a broad audience as both an introduction to predictive models as well as a guide to applying them. Non-mathematical readers will appreciate the intuitive explanations of the techniques while an emphasis on problem-solving with real data across a wide variety of applications will aid practitioners who wish to extend their expertise. Readers should have knowledge of basic statistical ideas, such as correlation and linear regression analysis. While the text is biased against complex equations, a mathematical background is needed for advanced topics.
Download or read book United States Civil Aircraft Register written by and published by . This book was released on 1978 with total page 1802 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Minnesota Directory of Manufacturers written by and published by . This book was released on 1997 with total page 1292 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Publishers Directory written by Cengage Gale and published by Gale Cengage. This book was released on 2004-02 with total page 2012 pages. Available in PDF, EPUB and Kindle. Book excerpt: Gale's Publishers Directory is your one-stop resource for exhaustive coverage of approximately 30,000 U.S. and Canadian publishers, distributors and wholesalers. Organizations profiled in the Publishers Directory represent a broad spectrum of interests, including major publishing companies; small presses (in the traditional, literary sense); groups promoting special interests from ethnic heritage to alternative medical treatments; museums and societies in the arts, science, technology, history, and genealogy; divisions within universities that issues special publications in such fields as business, literature and climate studies; religious institutions; corporations that produce important publications related to their areas of specialization; government agencies; and electronic and database publishers.
Download or read book American Lawn Tennis written by and published by . This book was released on 1923 with total page 812 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Index of English Literary Manuscripts written by and published by A&C Black. This book was released on 1998-06-19 with total page 408 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume, the third in the series, discusses the works of 11 British 18th-century writers, providing information on the nature of the MS, date, variant title(s), state of completion, provenance and location, date and first form of publication, any scholarly use of the MS, and the existence of any published facsimiles. Information is drawn from material in libraries, record offices and private collections throughout the world. The listing of each author's manuscripts is preceded by an introduction. The book records many hitherto unrecorded manuscripts.
Download or read book The American Book keeper written by Briant Sheys and published by . This book was released on 1818 with total page 354 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Sales and Idea Book written by and published by . This book was released on 1952 with total page 214 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Journal written by and published by . This book was released on 1992 with total page 584 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Aerospace Technology written by and published by . This book was released on 1958 with total page 1730 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book 1987 Census of Agriculture written by and published by . This book was released on 1989 with total page 1174 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book World Aviation Directory Listing Companies and Officials written by and published by . This book was released on 1958 with total page 2238 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Sales Management written by and published by . This book was released on 1928 with total page 1934 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Harris Pennsylvania Industrial Directory written by and published by . This book was released on 2009 with total page 1584 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Pennsylvania Manufacturers Register written by and published by . This book was released on 2008 with total page 1832 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Monthly Catalog of United States Government Publications written by and published by . This book was released on 1976 with total page 978 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book 1987 Census of Retail Trade written by and published by . This book was released on 1989 with total page 150 pages. Available in PDF, EPUB and Kindle. Book excerpt: