SVR is very slow (try convex optimization)

[Mec-iS]

I'm submitting a

• [x] bug report.

Current Behaviour:

SVR in src/svm/svr.rs takes too long to run

Expected Behaviour:

the doc example and the test should return in subsecond time

Steps to reproduce:

Try to run svr_fit_predict()