BoostingOverfit.add_condition_test_score_percent_decline_less_than#
- BoostingOverfit.add_condition_test_score_percent_decline_less_than(threshold: float = 0.05)[source]#
Add condition.
Percent of decline between the maximal score achieved in any boosting iteration and the score achieved in the last iteration (“regular” model score) is not above given threshold.
- Parameters
- thresholdfloat , default: 0.05
Maximum percentage decline allowed (value 0 and above)