diff options
Diffstat (limited to 'gensvm/gridsearch.py')
| -rw-r--r-- | gensvm/gridsearch.py | 9 |
1 files changed, 8 insertions, 1 deletions
diff --git a/gensvm/gridsearch.py b/gensvm/gridsearch.py index a241d8a..e49d3ce 100644 --- a/gensvm/gridsearch.py +++ b/gensvm/gridsearch.py @@ -155,7 +155,14 @@ def _format_results(results, cv_idx, true_y, scorers, iid, if return_n_test_samples: ret.append(len(y_test)) if return_times: - fit_time = duration + # Note, the C library returns the duration for a task (i.e. all + # splits). The _skkl_format_cv_results() computes the mean of + # the values, which should represent the average time per + # split. To compute this correctly, we here divide by the + # number of splits. Since we calculate the mean later, the mean + # is still correct, but this is not the exact fit_time for this + # fold. + fit_time = duration / n_splits ret.extend([fit_time, score_time]) if return_parameters: ret.append(param) |