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Personalised Gardening Colouring Book

Personalised Gardening Colouring Book

Statebuilding Missions and Media Development A Context-Sensitive Approach

Personalised Mandala Colouring Book

Personalised Mandala Colouring Book

VITIS Toothbrush Sensitive

Personalised Baking Colouring Book

Personalised Baking Colouring Book

Cost-Sensitive Machine Learning

Cost-Sensitive Machine Learning

In machine learning applications practitioners must take into account the cost associated with the algorithm. These costs include: Cost of acquiring training dataCost of data annotation/labeling and cleaningComputational cost for model fitting validation and testingCost of collecting features/attributes for test dataCost of user feedback collectionCost of incorrect prediction/classificationCost-Sensitive Machine Learning is one of the first books to provide an overview of the current research efforts and problems in this area. It discusses real-world applications that incorporate the cost of learning into the modeling process. The first part of the book presents the theoretical underpinnings of cost-sensitive machine learning. It describes well-established machine learning approaches for reducing data acquisition costs during training as well as approaches for reducing costs when systems must make predictions for new samples. The second part covers real-world applications that effectively trade off different types of costs. These applications not only use traditional machine learning approaches but they also incorporate cutting-edge research that advances beyond the constraining assumptions by analyzing the application needs from first principles. Spurring further research on several open problems this volume highlights the often implicit assumptions in machine learning techniques that were not fully understood in the past. The book also illustrates the commercial importance of cost-sensitive machine learning through its coverage of the rapid application developments made by leading companies and academic research labs.

GBP 59.99
1

Developments In Pressure-Sensitive Products

Developments In Pressure-Sensitive Products

Since the first groundbreaking edition of Developments in Pressure-Sensitive Products was introduced in 1998 heavy research has resulted in substantial progress in the field. Fully updated and expanded to reflect this activity Developments in Pressure-Sensitive Products Second Edition provides a detailed overview of the entire range of pressure-sensitive products both with and without adhesives. It explores the principles behind their design and manufacture along with a variety of applications in medicine electronics packaging and protection. The book establishes the link between underlying theory and practical applications exploring the physical molecular and chemical bases of PSPs while describing the manufacturing processes end uses and economic issues involved. This edition includes three new chapters: the first of these explains the new theory of pressure sensitivity considered as a process illustrating the principles of polymer science governing PSP technology; the second discusses the crosslinking of acrylics the most important domain in specialized products; and the third presents the latest developments in products based on plastomers such as hydrogels. Additional coverage includes biological applications of PSPs engineering problems of coating equipment web finishing for plastic films and confectioning. Offering cutting-edge information from the frontiers of research and industry Developments in Pressure-Sensitive Products Second Edition is an ideal reference to all aspects of pressure-sensitive technologies and materials.

GBP 59.99
1

Nivea MEN Sensitive Moisturiser 75ml