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A guide on the use of SVMs in pattern classification, including a rigorous performance comparison of classifiers and regressors. The book presents architectures for multiclass classification and function approximation problems, as well as evaluation criteria for classifiers and regressors. Features: Clarifies the characteristics of two-class SVMs;...

The official papers in Cambridge Key English Test 5 provide candidates with an excellent opportunity to familiarise themselves with the content and format of the KET examination and to practise examination techniques. This pack contains everything the self-study student needs in order to prepare for the Key English Test (KET) exam. It features a...

Claudine Cohen and Andre Wakefield offer the first English translation of "Protogaea", a central text in natural philosophy and an ambitious account of terrestrial history. Written between 1691 and 1693, and first published long after Leibniz's death in 1749, "Protogaea" reemerges in this bilingual edition with an introduction that carefully...

Fungi play important roles in the cycling of elements in the biosphere but are frequently neglected within microbiological and geochemical research spheres. Symbiotic mycorrhizal fungi are responsible for major transformations and redistribution of inorganic nutrients, while free-living fungi have major roles in the decomposition of organic...

As much as one-tenth of the world's oceans are covered with sea ice, or frozen ocean water, at some point during the annual cycle. Sea ice thus plays an important, often defining, role in the natural environment and the global climate system. This book is a global look at the changes in sea ice and the tools and techniques used to measure and...

The importance of carotenoid cleavage reactions in plants and animals has been well-known since the early 1900s. These early studies demonstrated that ?-carotene was degraded to form Vitamin A, which is important for human health and plays a critical role in vision. However, the actual biochemical mechanisms involved, and the enzyme responsible for...