Kernel Methods Pattern Recognition (2 results)

Taschenbuch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - Please note that the content of this book primarily consists of articlesavailable from Wikipedia or other free sources online. In computerscience, kernel methods (KMs) are a class of algorithms for patternanalysis, whose best known element is the support vector machine (SVM).The general task of pattern analysis is to find and study general typesof relations (for example clusters, rankings, principal componentscorrelations, classifications) in general types of data (such assequences, text documents, sets of points, vectors, images, etc.).KMsapproach the problem by mapping the data into a high dimensional featurespace, where each coordinate corresponds to one feature of the dataitems, transforming the data into a set of points in a Euclidean space.In that space, a variety of methods can be used to find relations in thedata. Since the mapping can be quite general (not necessarily linearfor example), the relations found in this way are accordingly verygeneral. This approach is called the kernel trick.…

Taschenbuch. Condition: Neu. Kernel Methods | Pattern recognition, Principal component analysis | Kristen Nehemiah Horst | Taschenbuch | Englisch | 2026 | OmniScriptum | EAN 9786137316535 | Verantwortliche Person für die EU: preigu GmbH & Co. KG, Lengericher Landstr. 19, 49078 Osnabrück, mail[at]preigu[dot]de | Anbieter: preigu Print on Demand. …