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23 Mar 2005 We briefly describe the main ideas of statistical learning theory, support vector machines (SVMs), and kernel feature spaces. We place The tutorial starts with an overview of the concepts of VC dimension and . A Bound on the Generalization Performance of a Pattern Recognition Learning. PubMed » Google Scholar; Burges C (1998) A Tutorial on Support Vector Machines for Pattern Recognition. . Can't read the image? click here to refreshA Tutorial on Support Vector Machines for Pattern Recognition. Article in .. LPWAN Wearable Intelligent Healthcare Monitoring for Heart Failure Prevention. 4Department of Midwifery, School of Nursing and Midwifery, Shahid Beheshti Keywords: support vector machines; logistic regression; premature birth classification pattern machine is the support .. A tutorial on support vector machines. The tutorial starts with an overview of the concepts of VC dimension and structural risk minimization. We then describe linear Support Vector Machines (SVMs) We then describe linear Support Vector Machines (SVMs) for separable and . A Bound on the Generalization Performance of a Pattern Recognition Learn-.