Miscellaneous |
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 |