evalml.objectives.MAE

Inheritance diagram of MAE
class evalml.objectives.MAE[source]

Mean absolute error for regression

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.