fatf.accountability.models.measures.systematic_performance_bias

fatf.accountability.models.measures.systematic_performance_bias(metrics_list, threshold=0.8)[source]

Checks for a systematic bias in provided predictive performance values.

Please see the documentation of fatf.accountability.models.measures.systematic_performance_bias_grid function for a description of input parameters, errors and exceptions.

Returns
is_biasedboolean

True if any sub-group pair has significantly (according to the specified threshold) different predictive performance, False otherwise.