Repository revision
9:376dd641af44

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

Split Dataset tool metadata
Miscellaneous
into training and test subsets
sklearn_train_test_split
toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_train_test_split/sklearn_train_test_split/1.0.8.3
1.0.8.3
echo "1.0.8.3"
True
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/1.0.8.4
toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_train_test_split/sklearn_train_test_split/1.0.8.3 (this tool)
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
Galaxy-ML 0.8.3 package
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