@@ -843,11 +843,11 @@ def _aggregate_per_threshold_results(
843843 mcc = [r .mcc for r in prediction_results if not math .isnan (r .mcc )]
844844 f_measure = [r .f_measure for r in prediction_results if not math .isnan (r .f_measure )]
845845
846- ( precision_mean , precision_sd ) = _compute_mean_and_stdev (precision )
847- ( recall_mean , recall_sd ) = _compute_mean_and_stdev (recall )
848- ( pr_auc_mean , pr_auc_sd ) = _compute_mean_and_stdev (pr_auc )
849- ( mcc_mean , mcc_sd ) = _compute_mean_and_stdev (mcc )
850- ( f_measure_mean , f_measure_sd ) = _compute_mean_and_stdev (f_measure )
846+ precision_mean , precision_sd = _compute_mean_and_stdev (precision )
847+ recall_mean , recall_sd = _compute_mean_and_stdev (recall )
848+ pr_auc_mean , pr_auc_sd = _compute_mean_and_stdev (pr_auc )
849+ mcc_mean , mcc_sd = _compute_mean_and_stdev (mcc )
850+ f_measure_mean , f_measure_sd = _compute_mean_and_stdev (f_measure )
851851
852852 new_desc = pd .DataFrame (
853853 {
@@ -962,17 +962,15 @@ def _handle_param_grid_attribute(training_settings: dict[str, Any]) -> dict[str,
962962def _get_model_parameters (training_settings : dict [str , Any ]) -> list [dict [str , Any ]]:
963963 if "param_grid" in training_settings :
964964 print (
965- dedent (
966- """\
965+ dedent ("""\
967966 Deprecation Warning: training.param_grid is deprecated.
968967
969968 Please use training.model_parameter_search instead by replacing
970969
971970 `param_grid = True` with `model_parameter_search = {strategy = "grid"}` or
972971 `param_grid = False` with `model_parameter_search = {strategy = "explicit"}`
973972
974- [deprecated_in_version=4.0.0]"""
975- ),
973+ [deprecated_in_version=4.0.0]""" ),
976974 file = sys .stderr ,
977975 )
978976
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