Repository revision
15:931b7b90377b

Repository 'sklearn_regression_metrics'
hg clone https://toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_regression_metrics

Calculate metrics tool metadata
Miscellaneous
for regression performance
sklearn_regression_metrics
toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_regression_metrics/sklearn_regression_metrics/0.9
0.9
echo "0.9"
True
Version lineage of this tool (guids ordered most recent to oldest)
toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_regression_metrics/sklearn_regression_metrics/1.0
toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_regression_metrics/sklearn_regression_metrics/0.9 (this tool)
sklearn_regression_metrics
Requirements (dependencies defined in the <requirements> tag set)
name version type
python 3.6 package
scikit-learn 0.19.1 package
pandas 0.22.0 package
xgboost 0.72.1 package
asteval 0.9.12 package
Functional tests
name inputs outputs required files
Test-1 regression_metrics|selected_metric: explained_variance_score
regression_metrics|column_selector_options_2|col2: 2
regression_metrics|column_selector_options_1|col1: 1
regression_metrics|infile2: regression_test_y.tabular
regression_metrics|infile1: regression_test_y.tabular
regression_metrics|header2: True
regression_metrics|header1: True
attributes: name
regression_test_y.tabular
name
Test-2 regression_metrics|selected_metric: mean_absolute_error
regression_metrics|column_selector_options_2|col2: 2
regression_metrics|column_selector_options_1|col1: 1
regression_metrics|infile2: regression_test_y.tabular
regression_metrics|infile1: regression_test_y.tabular
regression_metrics|header2: True
regression_metrics|header1: True
attributes: name
regression_test_y.tabular
name
Test-3 regression_metrics|selected_metric: mean_squared_error
regression_metrics|column_selector_options_2|col2: 2
regression_metrics|column_selector_options_1|col1: 1
regression_metrics|infile2: regression_test_y.tabular
regression_metrics|infile1: regression_test_y.tabular
regression_metrics|header2: True
regression_metrics|header1: True
attributes: name
regression_test_y.tabular
name
Test-4 regression_metrics|selected_metric: mean_squared_log_error
regression_metrics|column_selector_options_2|col2: 2
regression_metrics|column_selector_options_1|col1: 1
regression_metrics|infile2: regression_test_y.tabular
regression_metrics|infile1: regression_test_y.tabular
regression_metrics|header2: True
regression_metrics|header1: True
attributes: name
regression_test_y.tabular
name
Test-5 regression_metrics|selected_metric: median_absolute_error
regression_metrics|column_selector_options_2|col2: 2
regression_metrics|column_selector_options_1|col1: 2
regression_metrics|column_selector_options_1|selected_column_selector_option: all_but_by_index_number
regression_metrics|infile2: regression_test_y.tabular
regression_metrics|infile1: regression_test_y.tabular
regression_metrics|header2: True
regression_metrics|header1: True
attributes: name
regression_test_y.tabular
name
Test-6 regression_metrics|selected_metric: r2_score
regression_metrics|column_selector_options_2|col2: 1
regression_metrics|column_selector_options_1|col1: 1
regression_metrics|infile2: regression_test_y.tabular
regression_metrics|column_selector_options_2|selected_column_selector_option2: all_but_by_index_number
regression_metrics|infile1: regression_test_y.tabular
regression_metrics|header2: True
regression_metrics|header1: True
attributes: name
regression_test_y.tabular
name