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Interpretable Machine Learning
  • Language: en
  • Pages: 320

Interpretable Machine Learning

  • Type: Book
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  • Published: 2020
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  • Publisher: Lulu.com

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.

The Play's the Thing
  • Language: en
  • Pages: 100

The Play's the Thing

P.G. Wodehouse's adaptation of Jatek a Kastelyban (The Play in the Castle) brings Ferenc Molnar's classic comedy to a wider audience. The play is a romantic farce without the usual door-slamming and comic entrances and exits. Instead, we are treated to a party of guests seemingly overhearing a lover's tryst, only to find (with the help of a very quick-witted playwright) that they are actually hearing something very different. The play combines beautifully formed characters with an exquisite text.

Reading Images for Knowledge Building
  • Language: en
  • Pages: 304

Reading Images for Knowledge Building

This innovative volume provides a new analytic framework for understanding how meaning-making resources are deployed in images designed for knowledge building in school science. The framework enables analyses of science images from the perspectives of both their complexity and recognizability. Complexity deals with the technical and abstract knowledge of school science (technicality), evaluative dispositions in relation to that knowledge (iconization) and the condensation of the technical and dispositional meanings as ‘synoptic eyefuls’ in discipline-specific infographics (aggregation). Recognizability concerns the relationship between the appearance of phenomena in reality and the recon...

Catalog of the Theatre and Drama Collections
  • Language: en
  • Pages: 1014

Catalog of the Theatre and Drama Collections

  • Type: Book
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  • Published: 1967
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  • Publisher: Unknown

None

Cumulated Index Medicus
  • Language: en
  • Pages: 2252

Cumulated Index Medicus

  • Type: Book
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  • Published: 1968
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  • Publisher: Unknown

None

Skilled Interpersonal Communication
  • Language: en
  • Pages: 679

Skilled Interpersonal Communication

Established as the foremost textbook on communication, the seventh edition of Owen Hargie’s Skilled Interpersonal Communication is thoroughly revised and updated with the latest research findings, theoretical developments and applications. The contribution of skilled interpersonal communication to success in both personal and professional contexts is now widely recognised and extensively researched. People have a deep-seated and universal need to interact with others, and the greater their communicative ability the more satisfying and rewarding will be their lives. The main focus of this book is on the identification, analysis and evaluation of the core skills needed in these interactions....

NASA Geodynamics Program
  • Language: en
  • Pages: 176

NASA Geodynamics Program

  • Type: Book
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  • Published: 1990
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  • Publisher: Unknown

None

Dwarf Mistletoes
  • Language: en
  • Pages: 430

Dwarf Mistletoes

  • Type: Book
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  • Published: 1996
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  • Publisher: Unknown

None

Solid Earth (SE)
  • Language: en
  • Pages: 215

Solid Earth (SE)

This invaluable volume set of Advances in Geosciences continues the excellent tradition of the Asia-Oceania scientific community in providing the most up-to-date research results on a wide range of geosciences and environmental science. The information is vital to the understanding of the effects of climate change, extreme weathers on the most populated regions and fastest moving economies in the world. Besides, these volumes also highlight original papers from many prestigious research institutions which are conducting cutting edge studies in atmospheric physics, hydrological science and water resource, ocean science and coastal study, planetary exploration and solar system science, seismology, tsunamis, upper atmospheric physics and space science.

Understanding Climate's Influence on Human Evolution
  • Language: en
  • Pages: 128

Understanding Climate's Influence on Human Evolution

The hominin fossil record documents a history of critical evolutionary events that have ultimately shaped and defined what it means to be human, including the origins of bipedalism; the emergence of our genus Homo; the first use of stone tools; increases in brain size; and the emergence of Homo sapiens, tools, and culture. The Earth's geological record suggests that some evolutionary events were coincident with substantial changes in African and Eurasian climate, raising the possibility that critical junctures in human evolution and behavioral development may have been affected by the environmental characteristics of the areas where hominins evolved. Understanding Climate's Change on Human E...