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In algebra, the kernel of a homomorphism (function that preserves the structure) is generally the inverse image of 0 (except for groups whose operation is denoted multiplicatively, where the kernel is the inverse image of 1). An important special case is the kernel of a linear map. The kernel of a matrix, also called See more
Kernel function takes data from the original dimension and provides scalar output by using dot products of the vector in a higher dimension. So, the output of a kernel method is a scalar, in
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