In this technical report, we compare multiple reformulation techniques and
solvers that can be used with the Julia package BilevelJuMP. We focus on the
special case of Hyperparameter Tuning for Support Vector Regression. We
describe a bilevel model for the problem in question. Then we present code for
generating data and models that solve the problem. Finally, we present results
and a brief analysis.Comment: arXiv admin note: substantial text overlap with arXiv:2205.0230