[MRG+1] Inconsistencies for the kernel documentation #2901 

Documentation improvements. Contributions made in the context of the Bloomberg Open Source Day. 
I think what you meant was 
``k(x, y) = \frac{x \cdot y^\top}{\|x\| \|y\|}``