| Miscellaneous |
| Version lineage of this tool (guids ordered most recent to oldest) |
| toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_estimator_attributes/sklearn_estimator_attributes/1.0.7.10 |
| toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_estimator_attributes/sklearn_estimator_attributes/1.0.0.4 (this tool) |
| sklearn_estimator_attributes |
| Requirements (dependencies defined in the <requirements> tag set) |
| name | version | type |
| python | 3.6 | package |
| scikit-learn | 0.20.3 | package |
| pandas | 0.24.2 | package |
| xgboost | 0.80 | package |
| asteval | 0.9.13 | package |
| skrebate | 0.6 | package |
| imbalanced-learn | 0.4.2 | package |
| mlxtend | 0.16.0 | package |
| Functional tests |
| name | inputs | outputs | required files |
| Test-1 |
attribute_type: best_score_ infile_object: GridSearchCV.zip |
attributes: name |
GridSearchCV.zip name |
| Test-2 |
attribute_type: best_params_ infile_object: GridSearchCV.zip |
attributes: name |
GridSearchCV.zip name |
| Test-3 |
attribute_type: best_estimator_ infile_object: GridSearchCV.zip |
attributes: name |
GridSearchCV.zip name |
| Test-4 |
attribute_type: final_estimator infile_object: best_estimator_.zip |
attributes: name |
best_estimator_.zip name |
| Test-5 |
attribute_type: named_steps infile_object: best_estimator_.zip |
attributes: name |
best_estimator_.zip name |
| Test-6 |
attribute_type: feature_importances_ infile_object: final_estimator.zip |
attributes: name |
final_estimator.zip name |
| Test-7 |
attribute_type: ranking_ infile_object: RFE.zip |
attributes: name |
RFE.zip name |
| Test-8 |
attribute_type: get_params infile_object: LinearRegression02.zip |
attributes: name |
LinearRegression02.zip name |