| Miscellaneous |
| Version lineage of this tool (guids ordered most recent to oldest) |
| toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_train_test_split/sklearn_train_test_split/1.0.8.2 |
| toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_train_test_split/sklearn_train_test_split/1.0.8.1 (this tool) |
| toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_train_test_split/sklearn_train_test_split/1.0.7.12 |
| sklearn_train_test_split |
| Requirements (dependencies defined in the <requirements> tag set) |
| name | version | type |
| python | 3.6 | package |
| Galaxy-ML | 0.8.1 | package |
| Functional tests |
| name | inputs | outputs | required files |
| Test-1 |
mode_selection|selected_mode: train_test_split header0: True mode_selection|options|shuffle_selection|shuffle: simple mode_selection|options|random_state: 123 infile_array: regression_X.tabular |
attributes: name attributes: name |
regression_X.tabular name |
| Test-2 |
mode_selection|cv_selector|selected_cv: ShuffleSplit mode_selection|cv_selector|random_state: 123 mode_selection|cv_selector|test_size: 0.25 mode_selection|cv_selector|n_splits: 2 header0: True infile_array: regression_X.tabular mode_selection|selected_mode: cv_splitter |
attributes: name attributes: name |
regression_X.tabular name |
| Test-3 |
mode_selection|options|test_size: 0.2 mode_selection|options|random_state: 123 mode_selection|options|shuffle_selection|shuffle: stratified mode_selection|options|shuffle_selection|header1: False header0: False infile_array: imblearn_X.tabular mode_selection|selected_mode: train_test_split mode_selection|options|shuffle_selection|labels: imblearn_y.tabular mode_selection|options|shuffle_selection|col: 1 |
attributes: name attributes: name |
imblearn_X.tabular imblearn_y.tabular name |
| Test-4 |
mode_selection|cv_selector|target_input|header1: False mode_selection|cv_selector|selected_cv: StratifiedShuffleSplit mode_selection|cv_selector|random_state: 123 header0: False mode_selection|cv_selector|target_input|col: 1 mode_selection|cv_selector|test_size: 0.2 mode_selection|cv_selector|n_splits: 1 mode_selection|cv_selector|target_input|labels: imblearn_y.tabular infile_array: imblearn_X.tabular mode_selection|selected_mode: cv_splitter |
attributes: name attributes: name |
imblearn_X.tabular imblearn_y.tabular name |
| Test-5 |
mode_selection|cv_selector|target_input|header1: True mode_selection|cv_selector|selected_cv: OrderedKFold mode_selection|cv_selector|shuffle: True mode_selection|cv_selector|random_state: 123 header0: True mode_selection|cv_selector|target_input|col: 1 mode_selection|cv_selector|n_splits: 5 mode_selection|cv_selector|target_input|labels: regression_y.tabular infile_array: regression_X.tabular mode_selection|selected_mode: cv_splitter |
attributes: name attributes: name |
regression_X.tabular regression_y.tabular name |