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Kernel functions play a pivotal role in the operation of Support Vector Machines. They allow SVMs to perform efficiently in high-dimensional spaces without explicitly computing the coordinates of the data in that space. The most common kernels include linear, polynomial, and Radial Basis Function (RBF) kernels. Linear kernels are ideal for ...
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