Interpretable Machine Learning

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Publisher : Lulu.com
ISBN 13 : 0244768528
Total Pages : 320 pages
Book Rating : 4.2/5 (447 download)

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Book Synopsis Interpretable Machine Learning by : Christoph Molnar

Download or read book Interpretable Machine Learning written by Christoph Molnar and published by Lulu.com. This book was released on 2020 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is about making machine learning models and their decisions interpretable. After exploring the concepts of interpretability, you will learn about simple, interpretable models such as decision trees, decision rules and linear regression. Later chapters focus on general model-agnostic methods for interpreting black box models like feature importance and accumulated local effects and explaining individual predictions with Shapley values and LIME. All interpretation methods are explained in depth and discussed critically. How do they work under the hood? What are their strengths and weaknesses? How can their outputs be interpreted? This book will enable you to select and correctly apply the interpretation method that is most suitable for your machine learning project.

Estimating Economic Values for Nature

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Publisher : Edward Elgar Publishing
ISBN 13 : 9781782542100
Total Pages : 644 pages
Book Rating : 4.5/5 (421 download)

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Book Synopsis Estimating Economic Values for Nature by : Vincent Kerry Smith

Download or read book Estimating Economic Values for Nature written by Vincent Kerry Smith and published by Edward Elgar Publishing. This book was released on 1996-06 with total page 644 pages. Available in PDF, EPUB and Kindle. Book excerpt: Estimating Economic Values for Nature presents, in one volume, a collection of V. Kerry Smith's papers prepared over 25 years dealing with the theory and practice of non-market valuation for environmental resources. Taken together, the papers explore the conceptual basis, the implementation process and empirical performance of all available methods of measuring economic values for the services of nature and how these values are constructed from people's choices. The issues discussed in this volume include travel cost recreation demand, averting behaviour, household production, hedonic property value, hedonic wage and contingent valuation methods. These essays describe what has been learned from past benefit analysis, using meta-analysis, as well as the issues at the frontier of current research in the area. This important volume will be welcomed by environmental and public economists, as well as practitioners of cost-benefit analysis, as an authoritative and comprehensive discussion of non-market valuation.

An Improved Framework for Estimating RPA Values

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Publisher :
ISBN 13 :
Total Pages : 20 pages
Book Rating : 4.:/5 (319 download)

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Book Synopsis An Improved Framework for Estimating RPA Values by : George L. Peterson

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The Influence of Inanition on Metabolism

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Publisher :
ISBN 13 :
Total Pages : 564 pages
Book Rating : 4.:/5 (334 download)

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Book Synopsis The Influence of Inanition on Metabolism by : Francis Gano Benedict

Download or read book The Influence of Inanition on Metabolism written by Francis Gano Benedict and published by . This book was released on 1907 with total page 564 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Permutation Methods

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Publisher : Springer Science & Business Media
ISBN 13 : 9780387988825
Total Pages : 384 pages
Book Rating : 4.9/5 (888 download)

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Book Synopsis Permutation Methods by : Paul W. Mielke (jr.)

Download or read book Permutation Methods written by Paul W. Mielke (jr.) and published by Springer Science & Business Media. This book was released on 2001 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book will provide a comprehensive treatment of statistical inference using permutation techniques. Its purpose is to make available to practitioners a variety of useful and powerful data analytic tools that rely on very few distributional assumptions. Although many of these procedures have appeared in journal articles, they are not readily available to practitioners.

Estimates of Sediment Denitrification and Its Influence on the Fate of Nitrogen in Chesapeake Bay

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Publisher :
ISBN 13 :
Total Pages : 72 pages
Book Rating : 4.X/5 (1 download)

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Book Synopsis Estimates of Sediment Denitrification and Its Influence on the Fate of Nitrogen in Chesapeake Bay by : Robert Reece Twilley

Download or read book Estimates of Sediment Denitrification and Its Influence on the Fate of Nitrogen in Chesapeake Bay written by Robert Reece Twilley and published by . This book was released on 1987 with total page 72 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Effects of small watershed development on land values

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Publisher :
ISBN 13 :
Total Pages : 44 pages
Book Rating : 4.3/5 ( download)

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Book Synopsis Effects of small watershed development on land values by : James Kasal

Download or read book Effects of small watershed development on land values written by James Kasal and published by . This book was released on 1978 with total page 44 pages. Available in PDF, EPUB and Kindle. Book excerpt:

The Iowa Normal Monthly

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Publisher :
ISBN 13 :
Total Pages : 568 pages
Book Rating : 4.A/5 ( download)

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Book Synopsis The Iowa Normal Monthly by :

Download or read book The Iowa Normal Monthly written by and published by . This book was released on 1883 with total page 568 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Mass Appraisal Methods

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Publisher : John Wiley & Sons
ISBN 13 : 9781444301038
Total Pages : 360 pages
Book Rating : 4.3/5 (1 download)

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Book Synopsis Mass Appraisal Methods by : Tom Kauko

Download or read book Mass Appraisal Methods written by Tom Kauko and published by John Wiley & Sons. This book was released on 2009-01-28 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book takes a cross-disciplinary and cross-cultural look atmass appraisal expertise for property valuation in different marketconditions, and offers some cutting- edge approaches. The editors establish an international platform and present thescientific debate as well as practical feasibility considerations.Heretic and orthodox valuation methods are assessed based onspecific criteria, partly technical and partly institutional.Methodological evaluation is approached using two types ofcriteria: operational concerns about how to determine propertyvalue differentials between spatial and functional units of realestate in a valid and reliable way (technical criteria); and thekind of market circumstances being operated in (institutionalcriteria). While technical criteria are relatively well-researched,there is little theoretically informed work on the connectionbetween country context and selection of property appraisalmethods. The book starts with an examination of current mass propertyappraisal practices, presenting case studies from widely differingmarkets - from the American and Dutch, where regression-basedmethods have been used successfully for some time; to the EasternEuropean and other emerging economies, where limitations have to becompensated by focusing on the modelling assumptions. The second part of the book looks at sophisticated modellingapproaches, some of which represent combinations of elements fromtwo or more techniques. Whatever the exact modelling approach, therequirements are always high for the quality of the data andsuitability of the method. In the final section, methods areevaluated and compared according to technical criteria and againstinstitutional contexts.With its exceptionally wide coverage ofvaluation issues, Mass Appraisal Methods: an internationalperspective for property valuers addresses property valuationproblems common to different countries and approaches applicable inboth developed and emerging economies.

ACCA Essentials P2 Corporate Reporting (International and UK) Revision Kit 2014

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Publisher : BPP Learning Media
ISBN 13 : 1472711726
Total Pages : 481 pages
Book Rating : 4.4/5 (727 download)

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Book Synopsis ACCA Essentials P2 Corporate Reporting (International and UK) Revision Kit 2014 by : BPP Learning Media

Download or read book ACCA Essentials P2 Corporate Reporting (International and UK) Revision Kit 2014 written by BPP Learning Media and published by BPP Learning Media. This book was released on 2014-06-01 with total page 481 pages. Available in PDF, EPUB and Kindle. Book excerpt: The examining team reviewed P2 Practice & Revision Kit provides invaluable guidance on how to approach the exam and contains many of the long, case study questions that you will find in the exam. Three mock exams provide you with more essential practice and marking schemes show you how the examiner awards marks.

Modern Geotechnical Design Codes of Practice

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Publisher : IOS Press
ISBN 13 : 1614991626
Total Pages : 340 pages
Book Rating : 4.6/5 (149 download)

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Book Synopsis Modern Geotechnical Design Codes of Practice by : Patrick Arnold

Download or read book Modern Geotechnical Design Codes of Practice written by Patrick Arnold and published by IOS Press. This book was released on 2013 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: The ground is one of the most highly variable of engineering materials. It is therefore not surprising that geotechnical designs depend on local site conditions and local engineering experience. Engineering practices, relating to investigation and design methods site understanding and to safety levels acceptable to society, will therefore vary between different regions.The challenge in geotechnical engineering is to make use of worldwide geotechnical experience, established over many years, to aid in the development and harmonization of geotechnical design codes. Given the significant uncertainties involved, empiricism and engineering

An Encyclopaedia of Agriculture ...

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Publisher :
ISBN 13 :
Total Pages : 1434 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis An Encyclopaedia of Agriculture ... by : John Claudius Loudon

Download or read book An Encyclopaedia of Agriculture ... written by John Claudius Loudon and published by . This book was released on 1871 with total page 1434 pages. Available in PDF, EPUB and Kindle. Book excerpt:

An Encyclopedia of Agriculture

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Publisher :
ISBN 13 :
Total Pages : 1534 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis An Encyclopedia of Agriculture by : John Claudius Loudon

Download or read book An Encyclopedia of Agriculture written by John Claudius Loudon and published by . This book was released on 1883 with total page 1534 pages. Available in PDF, EPUB and Kindle. Book excerpt:

How Genes Influence Behavior

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ISBN 13 : 0198716877
Total Pages : 387 pages
Book Rating : 4.1/5 (987 download)

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Book Synopsis How Genes Influence Behavior by : Jonathan Flint

Download or read book How Genes Influence Behavior written by Jonathan Flint and published by . This book was released on 2020 with total page 387 pages. Available in PDF, EPUB and Kindle. Book excerpt: How Genes Influence Behavior 2e takes a personal and lively approach to the study of behavioral genetics, providing an up-to-date and accessible introduction to a variety of approaches and their application to a wide range of disorders, and modeling a critical approach to both methods and results. This second edition includes additional biology content to help students understand the biological foundations of the field, while maintaining an appropriate focus on the main issues of relevance to psychology students; updates coverage of genomic technologies and their applications; and covers a wider range of disorders, including autism spectrum disorder, eating disorders, and intellectual disability. A new final chapter guides students through a range of quantitative approaches using worked examples that relate directly to cases and examples used earlier in the text, and addresses current issues arising from debates around reproducibility. The online resources that accompany this book include: For students *Multiple choice questions for students to check their threshold knowledge *Data sets for students to manipulate, so that they can apply what they have learned For lecturers *Figures and tables from the book, ready to download

The Destructive Influence of the Tariff Upon Manufacture and Commerce and the Figures and Facts Relating Thereto

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Publisher :
ISBN 13 :
Total Pages : 120 pages
Book Rating : 4.:/5 (1 download)

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Book Synopsis The Destructive Influence of the Tariff Upon Manufacture and Commerce and the Figures and Facts Relating Thereto by : Jacob Schoenhof

Download or read book The Destructive Influence of the Tariff Upon Manufacture and Commerce and the Figures and Facts Relating Thereto written by Jacob Schoenhof and published by . This book was released on 1883 with total page 120 pages. Available in PDF, EPUB and Kindle. Book excerpt:

The Books of a Thousand Homes ...

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Publisher :
ISBN 13 :
Total Pages : 326 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis The Books of a Thousand Homes ... by :

Download or read book The Books of a Thousand Homes ... written by and published by . This book was released on 1923 with total page 326 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Nature and Nurture. Pt. 1. Their Influence Upon Intelligence. Pt. 2. Their Influence Upon Achievement

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Publisher :
ISBN 13 :
Total Pages : 424 pages
Book Rating : 4.3/5 (129 download)

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Book Synopsis Nature and Nurture. Pt. 1. Their Influence Upon Intelligence. Pt. 2. Their Influence Upon Achievement by : National Society for the Study of Education

Download or read book Nature and Nurture. Pt. 1. Their Influence Upon Intelligence. Pt. 2. Their Influence Upon Achievement written by National Society for the Study of Education and published by . This book was released on 1928 with total page 424 pages. Available in PDF, EPUB and Kindle. Book excerpt: