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RandomFourierDotFeatures.h File Reference

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class  CRandomFourierDotFeatures
 This class implements the random fourier features for the DotFeatures framework. Basically upon the object creation it computes the random coefficients, namely w and b, that are needed for this method and then every time a vector is required it is computed based on the following formula z(x) = sqrt(2/D) * cos(w'*x + b), where D is the number of samples that are used. More...


enum  KernelName { GAUSSIAN, NOT_SPECIFIED }

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