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This sets forth an approach to classification that does away with alignment.
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Support vector machines (SVMs) based on statistical learning theory (SLT) and the principles of structural risk minimization (SRM) and empirical risk minimization (ERM) use an analytical approach to classification and regression.
Indicator vector analysis revealed discontinuities corresponding to species- and higher-level taxonomic divisions, suggesting an efficient approach to classification of organisms from poorly-studied groups.
To describe an etiologic approach to classification of diabetes types in youth based on the 1997 American Diabetes Association (ADA) framework, using data from the SEARCH for Diabetes in Youth Study.
As an alternative approach to classification of Giardia's RNase PH domain-containing proteins, we sought to determine which of the proteins possess the necessary amino acid residues for phosphate binding and catalytic activity.
Adults with specific phobia had histories of juvenile phobias but not other anxiety disorders.Strong comorbidity between different anxiety disorders and lack of specificity in developmental histories of adults with anxiety disorders supports a hierarchical approach to classification, with a broad class of anxiety disorders having individual disorders within it.
An ecologist and evolutionary biologist brought a quantitative approach to classification through statistics and morphometric analysis.
SVMs refer to kernel-based methods that have been introduced as a robust approach to classification and regression problems, lately has handled nonlinear identification problems, the so called support vector regression.
To solve the neuronal naming problem, the neuroscience community would ideally adopt a robust approach to classification.
Without consideration of SBR figures from diseased patients, this is a naïve approach to classification and is unlikely to achieve the best accuracy.
Further work in this area may justify the inclusion of a further approach to classification to encompass whether the absenteeism episode was officially sanctioned or not (unsanctioned).
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