evalml.objectives.MeanSquaredLogError

class evalml.objectives.MeanSquaredLogError[source]

Mean squared log error for regression.

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

Methods

calculate_percent_difference

Calculate the percent difference between scores.

is_defined_for_problem_type

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.

Class Inheritance

Inheritance diagram of MeanSquaredLogError