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Germán Ramírez-Espinoza authored
* Refactors sklearn API to allow a list of evaluation metrics in the parameter eval_metric of the class (and subclasses of) LGBMModel. Also adds unit tests for this functionality * Simplify expression to check whether the user passed one or multiple metrics to eval_metric parameter * Simplify new tests by using custom metrics already defined in the test file * Update docstring to reflect the fact that the parameter "feval" from the "train" and "cv" functions can also receive a list of callables * Remove oxford comma from docstrings Apply suggestions from code review Co-authored-by:
Nikita Titov <nekit94-08@mail.ru> * Use named-parameters to make sure code is compatible with future versions of scikit-learn Apply suggestions from code review Co-authored-by:
Nikita Titov <nekit94-08@mail.ru> * Remove throwaway return value to make code more succinct Co-authored-by:
Nikita Titov <nekit94-08@mail.ru> * Move statement to group together the code related to feval * Avoid modifying original args as it causes errors in scikit-learn tools For details see: https://github.com/microsoft/LightGBM/pull/2619 * Consolidate multiple eval-metrics unit-tests into one test Co-authored-by:
German I Ramirez-Espinoza <gire@home> Co-authored-by:
Nikita Titov <nekit94-08@mail.ru>
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