The authors report that random Fourier features perform better on tasks relying largely on interpolation, whereas random binning features perform better on memorization tasks where a standard SVM requires many support vectors; they identify Forest Cover as the most dramatic example. · CiteArk
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The authors report that random Fourier features perform better on tasks relying largely on interpolation, whereas random binning features perform better on memorization tasks where a standard SVM requires many support vectors; they identify Forest Cover as the most dramatic example.
Source: paper:PDF p. 6, Section 5, paragraph following Figure 3
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