| Miscellaneous |
| Version lineage of this tool (guids ordered most recent to oldest) |
| toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_sample_generator/sklearn_sample_generator/1.0.7.10 |
| toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_sample_generator/sklearn_sample_generator/1.0.0.4 (this tool) |
| toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_sample_generator/sklearn_sample_generator/1.0 |
| toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_sample_generator/sklearn_sample_generator/0.9 |
| sklearn_sample_generator |
| 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 |
sample_generators|selected_generator: make_blobs sample_generators|options|random_state: 100 |
attributes: name |
name |
| Test-2 |
sample_generators|selected_generator: make_classification sample_generators|options|random_state: 100 |
attributes: name |
name |
| Test-3 |
sample_generators|selected_generator: make_circles sample_generators|options|random_state: 100 |
attributes: name |
name |
| Test-4 |
sample_generators|selected_generator: make_friedman1 sample_generators|options|random_state: 100 |
attributes: name |
name |
| Test-5 |
sample_generators|selected_generator: make_friedman2 sample_generators|options|random_state: 100 |
attributes: name |
name |
| Test-6 |
sample_generators|selected_generator: make_friedman3 sample_generators|options|random_state: 100 |
attributes: name |
name |
| Test-7 |
sample_generators|selected_generator: make_gaussian_quantiles sample_generators|options|random_state: 100 |
attributes: name |
name |
| Test-8 |
sample_generators|selected_generator: make_hastie_10_2 sample_generators|options|random_state: 100 |
attributes: name |
name |
| Test-9 |
sample_generators|selected_generator: make_moons sample_generators|options|random_state: 100 |
attributes: name |
name |
| Test-10 |
sample_generators|selected_generator: make_regression sample_generators|options|random_state: 100 |
attributes: name |
name |
| Test-11 |
sample_generators|selected_generator: make_s_curve sample_generators|options|random_state: 100 |
attributes: name |
name |
| Test-12 |
sample_generators|selected_generator: make_sparse_uncorrelated sample_generators|options|random_state: 100 |
attributes: name |
name |
| Test-13 |
sample_generators|selected_generator: make_swiss_roll sample_generators|options|random_state: 100 |
attributes: name |
name |