Titlebook: Learning to Classify Text Using Support Vector Machines; Thorsten Joachims Book 2002 Springer Science+Business Media New York 2002 Support

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Thorsten Joachims study the effect of ozone therapy on COVID-19 patients and the available supporting evidence. Electronic databases including MEDLINE (via PubMed), EMBASE, Cochrane Library (CENTRAL), and TRIP, clinical trial registries, and preprint sources were searched for published evidence-based articles. In ad

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Thorsten Joachims including sexual and reproductive health, publishing in all of these areas has increased lately. One aspect that requires basing on scientific evidence is breastfeeding. There are some controversies in the literature on the breastfeeding management in confirmed COVID-19 mothers. Breast milk is exce

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ide. Even though SARS-CoV-2 primarily affects the respiratory system, other organs such as the heart and kidneys are implicated. The pathophysiology of Acute Kidney Injury (AKI) in coronavirus 2019 (COVID-19) patients is not clearly defined. Direct kidney injury results from virus entry through angi

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Introductione one of the key methods for organizing online information. This task is commonly referred to as text classification. It is a basic building block in a wide range of applications. For example, directories like Yahoo! categorize Web pages by topic, online newspapers customize themselves to a particul

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Support Vector Machinesoughout this work. Support vector machines [Cortes and Vapnik, 1995][Vapnik, 1998] were developed by Vapnik et al. based on the . principle [Vapnik, 1982] from statistical learning theory. The idea of structural risk minimization is to find a hypothesis . from a hypothesis space . for which one can

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Efficient Performance Estimators for SVMsased on an intensional description of the learning task. However, such a model is necessarily coarse, since it operates on a high level of abstraction. Training data can give more details about a learning task than an intensional model with only a few parameters. This chapter explores the problem of