As expected, different kernels yield different results.
the diffusion kernel outperformed most of the results obtained with other kernels; confirming the results obtained by other researchers Lafferty and Lebanon, 2005 Table 3: Authorship attribution accuracy when using bags of local histograms and different kernels for word-based and character-based representations.