imblearn.utils.estimator_checks.check_estimator

imblearn.utils.estimator_checks.check_estimator(Estimator, run_sampler_tests=True)[source][source]

Check if estimator adheres to scikit-learn conventions and imbalanced-learn

This estimator will run an extensive test-suite for input validation, shapes, etc. Additional tests samplers if the Estimator inherits from the corresponding mixin from imblearn.base

Parameters:
Estimator : class

Class to check. Estimator is a class object (not an instance)

run_sampler_tests=True : bool, default=True

Will run or not the samplers tests.