Miscellaneous |
Version lineage of this tool (guids ordered most recent to oldest) |
toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_stacking_ensemble_models/sklearn_stacking_ensemble_models/1.0.8.2 |
toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_stacking_ensemble_models/sklearn_stacking_ensemble_models/1.0.8.1 (this tool) |
toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_stacking_ensemble_models/sklearn_stacking_ensemble_models/0.2.0.1 |
toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_stacking_ensemble_models/sklearn_stacking_ensemble_models/0.2.0 |
toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_stacking_ensemble_models/sklearn_stacking_ensemble_models/0.1.0 |
sklearn_stacking_ensemble_models |
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 |
base_est_builder_0|estimator_selector|selected_estimator: SVC algo_selection|estimator_type: sklearn.ensemble_VotingClassifier get_params: False base_est_builder_1|estimator_selector|selected_estimator: XGBClassifier base_est_builder_0|estimator_selector|selected_module: svm algo_selection|options|weights: [1, 2] base_est_builder_1|estimator_selector|selected_module: xgboost |
attributes: name |
name |
Test-2 |
algo_selection|estimator_type: mlxtend.regressor_StackingCVRegressor algo_selection|meta_estimator|estimator_selector|c_estimator: LinearRegression01.zip base_est_builder_0|estimator_selector|c_estimator: RandomForestRegressor01.zip algo_selection|meta_estimator|estimator_selector|selected_module: custom_estimator get_params: False base_est_builder_0|estimator_selector|selected_module: custom_estimator base_est_builder_1|estimator_selector|c_estimator: XGBRegressor01.zip base_est_builder_1|estimator_selector|selected_module: custom_estimator |
attributes: name |
LinearRegression01.zip RandomForestRegressor01.zip XGBRegressor01.zip name |
Test-3 |
algo_selection|estimator_type: mlxtend.regressor_StackingRegressor base_est_builder_0|estimator_selector|c_estimator: RandomForestRegressor01.zip algo_selection|meta_estimator|estimator_selector|selected_module: svm get_params: False base_est_builder_1|estimator_selector|selected_estimator: XGBRegressor base_est_builder_0|estimator_selector|selected_module: custom_estimator algo_selection|meta_estimator|estimator_selector|selected_estimator: SVR base_est_builder_1|estimator_selector|selected_module: xgboost |
attributes: name |
RandomForestRegressor01.zip name |