evalml.objectives.RegressionObjective¶

class evalml.objectives.RegressionObjective[source]¶

Base class for all regression objectives.

problem_type (ProblemTypes): Type of problem this objective is. Set to ProblemTypes.REGRESSION.

Methods

`calculate_percent_difference`	Calculate the percent difference between scores.
`objective_function`	Computes the relative value of the provided predictions compared to the actual labels, according a specified metric
`score`	Returns a numerical score indicating performance based on the differences between the predicted and actual values.
`validate_inputs`	Validates the input based on a few simple checks.