evalml.objectives.MeanSquaredLogError

class evalml.objectives.MeanSquaredLogError

Mean squared log error for regression.

Only valid for nonnegative inputs. Otherwise, will throw a ValueError

Methods

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.