| Miscellaneous |
| Version lineage of this tool (guids ordered most recent to oldest) |
| toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_model_validation/sklearn_model_validation/1.0.8.4 |
| toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_model_validation/sklearn_model_validation/1.0.8.3 (this tool) |
| toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_model_validation/sklearn_model_validation/1.0.8.2 |
| toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_model_validation/sklearn_model_validation/1.0.8.1 |
| toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_model_validation/sklearn_model_validation/1.0.7.12 |
| toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_model_validation/sklearn_model_validation/1.0.7.10 |
| toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_model_validation/sklearn_model_validation/1.0.0.4 |
| toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_model_validation/sklearn_model_validation/1.0 |
| toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_model_validation/sklearn_model_validation/0.9 |
| sklearn_model_validation |
| 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_estimator: pipeline02 model_validation_functions|options|return_train_score: True model_validation_functions|selected_function: cross_validate input_options|infile1: regression_train.tabular input_options|column_selector_options_1|col1: ['1', '2', '3', '4', '5'] input_options|infile2: regression_train.tabular input_options|column_selector_options_2|col2: 6 |
name: value |
pipeline02 regression_train.tabular value |
| Test-2 |
infile_estimator: pipeline02 model_validation_functions|selected_function: cross_val_predict input_options|infile1: regression_train.tabular input_options|column_selector_options_1|col1: ['1', '2', '3', '4', '5'] input_options|infile2: regression_train.tabular input_options|column_selector_options_2|col2: 6 |
name: value |
pipeline02 regression_train.tabular value |
| Test-3 |
infile_estimator: pipeline05 model_validation_functions|selected_function: learning_curve input_options|infile1: regression_X.tabular input_options|header1: True input_options|column_selector_options_1|col1: ['1', '2', '3', '4', '5', '6', '7', '8', '9', '10', '11', '12', '13', '14', '15', '16', '17'] input_options|infile2: regression_y.tabular input_options|header2: True input_options|column_selector_options_2|col2: 1 |
name: value |
pipeline05 regression_X.tabular regression_y.tabular value |
| Test-4 |
infile_estimator: pipeline05 model_validation_functions|selected_function: permutation_test_score input_options|infile1: regression_train.tabular input_options|column_selector_options_1|col1: ['1', '2', '3', '4', '5'] input_options|infile2: regression_train.tabular input_options|column_selector_options_2|col2: 6 |
name: value |
pipeline05 regression_train.tabular value |
| Test-5 |
infile_estimator: pipeline05 model_validation_functions|options|cv_selector|groups_selector|header_g: True model_validation_functions|options|cv_selector|selected_cv: GroupKFold model_validation_functions|selected_function: cross_val_predict input_options|infile1: regression_X.tabular input_options|header1: True input_options|column_selector_options_1|col1: ['1', '2', '3', '4', '5', '6', '7', '8', '9', '10', '11', '12', '13', '14', '15', '16', '17'] input_options|infile2: regression_y.tabular input_options|header2: True input_options|column_selector_options_2|col2: 1 |
name: value |
pipeline05 regression_X.tabular regression_y.tabular value |