diff --git a/mlair/workflows/default_workflow.py b/mlair/workflows/default_workflow.py index 5894555a6af52299efcd8d88d76c0d3791a1599e..961979cb774e928bda96d4cd1a3a7b0f8565e968 100644 --- a/mlair/workflows/default_workflow.py +++ b/mlair/workflows/default_workflow.py @@ -31,7 +31,6 @@ class DefaultWorkflow(Workflow): permute_data_on_training=None, extreme_values=None, extremes_on_right_tail_only=None, transformation=None, train_min_length=None, val_min_length=None, test_min_length=None, - evaluate_bootstraps=None, number_of_bootstraps=None, create_new_bootstraps=None, plot_list=None, model=None, batch_size=None, diff --git a/run.py b/run.py index eb703e11cf9a3028dda0368ac3f7b7ca1578bd2a..11cc01257fdf4535845a2cfedb065dd27942ef66 100644 --- a/run.py +++ b/run.py @@ -25,7 +25,7 @@ def main(parser_args): # stations=["DEBW087","DEBW013", "DEBW107", "DEBW076"], stations=["DEBW013", "DEBW087", "DEBW107", "DEBW076"], train_model=False, create_new_model=True, network="UBA", - evaluate_bootstraps=False, # plot_list=["PlotCompetitiveSkillScore"], + evaluate_feature_importance=False, # plot_list=["PlotCompetitiveSkillScore"], competitors=["test_model", "test_model2"], competitor_path=os.path.join(os.getcwd(), "data", "comp_test"), **parser_args.__dict__, start_script=__file__) diff --git a/run_climate_filter.py b/run_climate_filter.py index 5577375e2fc135676f71151791c1d564dcb25a2e..7f3fcbaaba94506faeadd884073620496155f8ea 100755 --- a/run_climate_filter.py +++ b/run_climate_filter.py @@ -65,9 +65,9 @@ def main(parser_args): train_model=False, create_new_model=True, epochs=1, model=NN, - evaluate_bootstraps=False, - bootstrap_type=["singleinput", "branch", "variable"], - bootstrap_method=["shuffle", "zero_mean"], + evaluate_feature_importance=False, + feature_importance_bootstrap_type=["singleinput", "branch", "variable"], + feature_importance_bootstrap_method=["shuffle", "zero_mean"], plot_list=DEFAULT_PLOT_LIST, # competitors=["IntelliO3-ts-v1", "MFCN_64_32_16_climFIR", "FCN_1449_512_32_4"], # "FCN_1449_16_8_4",], lazy_preprocessing=True, diff --git a/run_mixed_sampling.py b/run_mixed_sampling.py index 819ef51129854b4539632ef91a55e33a2607eb55..784f653fbfb2eb4c78e6e858acf67cd0ae47a593 100644 --- a/run_mixed_sampling.py +++ b/run_mixed_sampling.py @@ -20,7 +20,7 @@ data_origin = {'o3': '', 'no': '', 'no2': '', def main(parser_args): args = dict(stations=["DEBW107", "DEBW013"], network="UBA", - evaluate_bootstraps=False, plot_list=[], + evaluate_feature_importance=False, plot_list=[], data_origin=data_origin, data_handler=DataHandlerMixedSampling, interpolation_limit=(3, 1), overwrite_local_data=False, sampling=("hourly", "daily"),