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Support Vector Machines and Kernels for Computational Biology

Figure 6

The effect of the degree of a polynomial kernel.

The polynomial kernel of degree 1 leads to a linear separation (A). Higher-degree polynomial kernels allow a more flexible decision boundary (B,C). The style follows that of Figure 3.

Figure 6