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... is a linear classifier used to determine linear separator in the search space. It separates different classes in the best way (Cortes & Vapnik, 1995). Figure 3 shows an example of SVM classifier. In this figure, there are two classes and three hyperplanes. Hyperplanes in dark line provide the best separation among two classes. In this separation, the normal distance of any data point is the largest. Therefore it shows the maximum margin of separation. ...
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![Figure 2. Us8k dataset classes and length distribution. [5]](publication/371704661/figure/fig1/AS:11431281169242411@1687264673005/Us8k-dataset-classes-and-length-distribution-5_Q320.jpg)
