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Random-Fourier-Features

A test of Algorithm 1 [Random Fourier Features] from 'Random Features for Large-Scale Kernel Machines' (2015) on the adult dataset using the code supplied with the paper. This algorithm generates features from a dataset by randomly sampling from a basis of harmonic functions in Fourier space.

Link to paper: https://people.eecs.berkeley.edu/~brecht/papers/07.rah.rec.nips.pdf