Figure 1From: Improving the Performance of SVM-RFE to Select Genes in Microarray DataA Linear Support Vector Machine [16]. In its simplest, linear form, a SVM is a hyperplane that separates two classes of examples (postive and negative) with maximum margin. The margin is defined by the distance from the hyperplane to the nearest of the data points.Back to article page