evalml.objectives.F1Micro¶

class evalml.objectives.F1Micro[source]¶

F1 score for multiclass classification using micro averaging.

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¶