| Miscellaneous |
| Version lineage of this tool (guids ordered most recent to oldest) |
| toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_generalized_linear/sklearn_generalized_linear/1.0 |
| toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_generalized_linear/sklearn_generalized_linear/0.9 (this tool) |
| sklearn_generalized_linear |
| 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 |
selected_tasks|selected_algorithms|selected_algorithm: SGDRegressor selected_tasks|selected_algorithms|options|random_state: 10 selected_tasks|selected_algorithms|input_options|column_selector_options_1|col1: 6 selected_tasks|selected_algorithms|input_options|column_selector_options_2|col2: 6 selected_tasks|selected_algorithms|input_options|column_selector_options_1|selected_column_selector_option: all_but_by_index_number selected_tasks|selected_task: train selected_tasks|selected_algorithms|input_options|infile2: regression_train.tabular selected_tasks|selected_algorithms|input_options|infile1: regression_train.tabular |
attributes: name |
regression_train.tabular name |
| Test-2 |
selected_tasks|selected_task: load selected_tasks|infile_data: regression_test.tabular selected_tasks|infile_model: glm_model01 |
attributes: name |
glm_model01 regression_test.tabular name |
| Test-3 |
selected_tasks|selected_algorithms|selected_algorithm: SGDClassifier selected_tasks|selected_algorithms|options|random_state: 10 selected_tasks|selected_algorithms|input_options|column_selector_options_1|col1: ['1', '2', '3', '4'] selected_tasks|selected_algorithms|input_options|column_selector_options_2|col2: 5 selected_tasks|selected_task: train selected_tasks|selected_algorithms|input_options|infile2: train.tabular selected_tasks|selected_algorithms|input_options|infile1: train.tabular |
attributes: name |
train.tabular name |
| Test-4 |
selected_tasks|selected_task: load selected_tasks|infile_data: test.tabular selected_tasks|infile_model: glm_model02 |
attributes: name |
glm_model02 test.tabular name |
| Test-5 |
selected_tasks|selected_algorithms|selected_algorithm: RidgeClassifier selected_tasks|selected_algorithms|options|random_state: 10 selected_tasks|selected_algorithms|input_options|column_selector_options_1|col1: ['1', '2', '3', '4'] selected_tasks|selected_algorithms|input_options|column_selector_options_2|col2: 5 selected_tasks|selected_task: train selected_tasks|selected_algorithms|input_options|infile2: train.tabular selected_tasks|selected_algorithms|input_options|infile1: train.tabular |
attributes: name |
train.tabular name |
| Test-6 |
selected_tasks|selected_task: load selected_tasks|infile_data: test.tabular selected_tasks|infile_model: glm_model03 |
attributes: name |
glm_model03 test.tabular name |
| Test-7 |
selected_tasks|selected_algorithms|selected_algorithm: LinearRegression selected_tasks|selected_algorithms|input_options|column_selector_options_1|col1: ['1', '2', '3', '4', '5'] selected_tasks|selected_algorithms|input_options|column_selector_options_2|col2: 6 selected_tasks|selected_task: train selected_tasks|selected_algorithms|input_options|infile2: regression_train.tabular selected_tasks|selected_algorithms|input_options|infile1: regression_train.tabular |
attributes: name |
regression_train.tabular name |
| Test-8 |
selected_tasks|selected_task: load selected_tasks|infile_data: regression_test.tabular selected_tasks|infile_model: glm_model04 |
attributes: name |
glm_model04 regression_test.tabular name |
| Test-9 |
selected_tasks|selected_algorithms|selected_algorithm: LogisticRegression selected_tasks|selected_algorithms|options|random_state: 10 selected_tasks|selected_algorithms|input_options|column_selector_options_1|col1: ['1', '2', '3', '4'] selected_tasks|selected_algorithms|input_options|column_selector_options_2|col2: 5 selected_tasks|selected_task: train selected_tasks|selected_algorithms|input_options|infile2: train.tabular selected_tasks|selected_algorithms|input_options|infile1: train.tabular |
attributes: name |
train.tabular name |
| Test-10 |
selected_tasks|selected_task: load selected_tasks|infile_data: test.tabular selected_tasks|infile_model: glm_model05 |
attributes: name |
glm_model05 test.tabular name |
| Test-11 |
selected_tasks|selected_algorithms|selected_algorithm: LogisticRegressionCV selected_tasks|selected_algorithms|options|random_state: 10 selected_tasks|selected_algorithms|input_options|column_selector_options_1|col1: ['1', '2', '3', '4'] selected_tasks|selected_algorithms|input_options|column_selector_options_2|col2: 5 selected_tasks|selected_task: train selected_tasks|selected_algorithms|input_options|infile2: train.tabular selected_tasks|selected_algorithms|input_options|infile1: train.tabular |
attributes: name |
train.tabular name |
| Test-12 |
selected_tasks|selected_task: load selected_tasks|infile_data: test.tabular selected_tasks|infile_model: glm_model06 |
attributes: name |
glm_model06 test.tabular name |
| Test-13 |
selected_tasks|selected_algorithms|selected_algorithm: Ridge selected_tasks|selected_algorithms|options|random_state: 10 selected_tasks|selected_algorithms|input_options|column_selector_options_1|col1: ['1', '2', '3', '4', '5'] selected_tasks|selected_algorithms|input_options|column_selector_options_2|col2: 6 selected_tasks|selected_task: train selected_tasks|selected_algorithms|input_options|infile2: regression_train.tabular selected_tasks|selected_algorithms|input_options|infile1: regression_train.tabular |
attributes: name |
regression_train.tabular name |
| Test-14 |
selected_tasks|selected_task: load selected_tasks|infile_data: regression_test.tabular selected_tasks|infile_model: glm_model07 |
attributes: name |
glm_model07 regression_test.tabular name |
| Test-15 |
selected_tasks|selected_algorithms|selected_algorithm: Perceptron selected_tasks|selected_algorithms|options|random_state: 10 selected_tasks|selected_algorithms|input_options|column_selector_options_1|col1: ['1', '2', '3', '4'] selected_tasks|selected_algorithms|input_options|column_selector_options_2|col2: 5 selected_tasks|selected_task: train selected_tasks|selected_algorithms|input_options|infile2: train.tabular selected_tasks|selected_algorithms|input_options|infile1: train.tabular |
attributes: name |
train.tabular name |
| Test-16 |
selected_tasks|selected_task: load selected_tasks|infile_data: test.tabular selected_tasks|infile_model: glm_model08 |
attributes: name |
glm_model08 test.tabular name |