| 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/1.0.11.0 (this tool) |
| toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_train_test_split/sklearn_train_test_split/1.0.10.0 |
| toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_train_test_split/sklearn_train_test_split/1.0.8.4 |
| toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_train_test_split/sklearn_train_test_split/1.0.8.3 |
| 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 |
| 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 | 3.9 | package |
| galaxy-ml | 0.10.0 | package |
| Additional information about this tool |
python '$__tool_directory__/train_test_split.py'
--inputs '$inputs'
--infile_array '$infile_array'
#if $mode_selection.selected_mode == 'train_test_split' and $mode_selection.options.shuffle_selection.shuffle not in ['None', 'simple']
--infile_labels '$mode_selection.options.shuffle_selection.labels'
#end if
#if $mode_selection.selected_mode == 'cv_splitter' and $mode_selection.cv_selector.selected_cv in ['StratifiedKFold', 'RepeatedStratifiedKFold', 'StratifiedShuffleSplit', 'OrderedKFold', 'RepeatedOrderedKFold']
--infile_labels '$mode_selection.cv_selector.target_input.labels'
#end if
#if $mode_selection.selected_mode == 'cv_splitter' and $mode_selection.cv_selector.selected_cv in ['GroupKFold', 'GroupShuffleSplit', 'LeaveOneGroupOut', 'LeavePGroupsOut']
--infile_groups '$mode_selection.cv_selector.groups_selector.infile_g'
#end if
--outfile_train '$out_train'
--outfile_test '$out_test'
| Functional tests |
| name | inputs | outputs | required files |
| Test-1 |
infile_array: regression_X.tabular header0: True mode_selection|options|random_state: 123 mode_selection|options|shuffle_selection|shuffle: simple mode_selection|selected_mode: train_test_split |
name: value name: value |
regression_X.tabular value |
| Test-2 |
infile_array: regression_X.tabular header0: True mode_selection|cv_selector|n_splits: 2 mode_selection|cv_selector|test_size: 0.25 mode_selection|cv_selector|random_state: 123 mode_selection|cv_selector|selected_cv: ShuffleSplit mode_selection|selected_mode: cv_splitter |
name: value name: value |
regression_X.tabular value |
| Test-3 |
infile_array: imblearn_X.tabular header0: False mode_selection|options|test_size: 0.2 mode_selection|options|random_state: 123 mode_selection|options|shuffle_selection|labels: imblearn_y.tabular mode_selection|options|shuffle_selection|header1: False mode_selection|options|shuffle_selection|col: 1 mode_selection|options|shuffle_selection|shuffle: stratified mode_selection|selected_mode: train_test_split |
name: value name: value |
imblearn_X.tabular imblearn_y.tabular value |
| Test-4 |
infile_array: imblearn_X.tabular header0: False mode_selection|cv_selector|n_splits: 1 mode_selection|cv_selector|test_size: 0.2 mode_selection|cv_selector|random_state: 123 mode_selection|cv_selector|target_input|labels: imblearn_y.tabular mode_selection|cv_selector|target_input|header1: False mode_selection|cv_selector|target_input|col: 1 mode_selection|cv_selector|selected_cv: StratifiedShuffleSplit mode_selection|selected_mode: cv_splitter |
name: value name: value |
imblearn_X.tabular imblearn_y.tabular value |
| Test-5 |
infile_array: regression_X.tabular header0: True mode_selection|cv_selector|n_splits: 5 mode_selection|cv_selector|shuffle: True mode_selection|cv_selector|random_state: 123 mode_selection|cv_selector|target_input|labels: regression_y.tabular mode_selection|cv_selector|target_input|header1: True mode_selection|cv_selector|target_input|col: 1 mode_selection|cv_selector|selected_cv: OrderedKFold mode_selection|selected_mode: cv_splitter |
name: value name: value |
regression_X.tabular regression_y.tabular value |