TrainTestPerformance.add_condition_train_test_relative_degradation_less_than#

TrainTestPerformance.add_condition_train_test_relative_degradation_less_than(threshold: float = 0.1) → PR[source]#

Add condition - test performance is not degraded by more than given percentage in train.

Parameters
thresholdfloat , default: 0.1

maximum degradation ratio allowed (value between 0 and 1)

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TrainTestPerformance.add_condition_test_performance_greater_than

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TrainTestPerformance.clean_conditions