def _do_fit(n_jobs, verbose, pre_dispatch, base_estimator,
X, y, scorer, parameter_iterable, fit_params,
error_score, cv, **kwargs):
# test_score, n_samples, score_time, parameters
return Parallel(n_jobs=n_jobs, verbose=verbose, pre_dispatch=pre_dispatch)(
delayed(_fit_and_score)(
clone(base_estimator), X, y, scorer,
train, test, verbose, parameters,
fit_params, return_parameters=True,
error_score=error_score)
for parameters in parameter_iterable
for train, test in cv)
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