evalml.objectives.F1Macro

Inheritance diagram of F1Macro
class evalml.objectives.F1Macro[source]

F1 score for multiclass classification using macro averaging.

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.