Base class for all regression objectives.
problem_type (ProblemTypes): Type of problem this objective is. Set to ProblemTypes.REGRESSION.
Computes the relative value of the provided predictions compared to the actual labels, according a specified metric
Returns a numerical score indicating performance based on the differences between the predicted and actual values.
Validates the input based on a few simple checks.