Journal of the Royal Statistical Society. Series B (Statistical Methodology), Vol. 78, No. 1 (JANUARY 2016), pp. 53-76 (24 pages) The support vector machine (SVM) is a powerful binary classification ...

The support vector machine (SVM) is known for its good performance in two-class classification, but its extension to multiclass classification is still an ongoing research issue. In this article, we ...

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The following six machine learning models were developed to predict ADH upgrade from core needle biopsy: gradient-boosting trees, random forest, radial support vector machine (SVM), weighted K-nearest ...