PerformanceBias.add_condition_bounded_relative_performance_difference#

PerformanceBias.add_condition_bounded_relative_performance_difference(lower_bound, upper_bound=inf)[source]#

Add condition - require relative performance difference to be between the given bounds.

Relative performance difference is defined as (score - baseline) / baseline.

Parameters
lower_boundfloat

Lower bound on (score - baseline) / baseline.

upper_boundfloat, default: Infinity

Upper bound on (score - baseline) / baseline. Infinite by default (large scores do not trigger the condition).