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The SVM algorithm has been widely applied in the biological and other sciences. They have been used to classify proteins with up to 90% of the compounds classified correctly. Permutation tests based on SVM weights have been suggested as a mechanism for interpretation of SVM models.
Least-squares support-vector machines (LS-SVM) for statistics and in statistical modeling, are least-squares versions of support-vector machines (SVM), which are a set of related supervised learning methods that analyze data and recognize patterns, and which are used for classification and regression analysis.
Whereas the SVM classifier supports binary classification, multiclass classification and regression, the structured SVM allows training of a classifier for general structured output labels. As an example, a sample instance might be a natural language sentence, and the output label is an annotated parse tree .
Business communication is the act of information being exchanged between two-parties or more for the purpose, functions, goals, or commercial activities of an organization. [1] Communication in business can be internal which is employee-to-superior or peer-to-peer, overall it is organizational communication.
Scanning voltage microscopy; Secure Virtual Machine, a virtualization technology by AMD; Shared Virtual Memory, another AMD technology for computation on its GPUs with HSA/ROCm.
It is a pluggable in-memory interface that abstracts the communication protocol for incoming service requests made to the SOP runtime environment such as the SVM. Through this abstract layer, the SOP runtime environment can be virtually embedded within the memory address of any traditional programming environment or application service.
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BCOM systems focus on delivering the value of business communications across multiple vendors and are user-centric. [ 12 ] [ 13 ] [ 14 ] Through optimized workflow processes, user-centric profiles, and business process integration, BCOM enables an organization to maximize the value of its investment and reduce operational costs. [ 15 ]