I was trying to test a Multi class support vector machine with a few different kernels to see what worked best. My test data was very large so I was limited to the sparse kernels.

Upon testing I found that SparseGaussian fails in the method SparseLinear.SquaredEuclidean.

It seems that method fails in the other sparse kernels that use it.