You could try and use H2O.ai’s automated-machine-learning for regression problems (or a H2O node from KNIME’s repository) and see if this comes up with better results or does give you an idea where to look further. Since this seems to be an assignment you would have to check what is your contribution to your work (that would depend on your original task).
Another typically powerful tool would be the regression nodes from: