| Miscellaneous |
| Version lineage of this tool (guids ordered most recent to oldest) |
| toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_data_preprocess/sklearn_data_preprocess/1.0 |
| toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_data_preprocess/sklearn_data_preprocess/0.9 (this tool) |
| sklearn_data_preprocess |
| 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 |
input_type|pre_processors|selected_pre_processor: KernelCenterer input_type|selected_input_type: tabular input_type|column_selector_options_1|selected_column_selector_option: all_columns save: True input_type|infile: train.tabular |
attributes: name attributes: name |
train.tabular name |
| Test-2 |
input_type|pre_processors|selected_pre_processor: MinMaxScaler input_type|selected_input_type: tabular input_type|column_selector_options_1|selected_column_selector_option: all_columns save: True input_type|infile: train.tabular |
attributes: name attributes: name |
train.tabular name |
| Test-3 |
input_type|pre_processors|selected_pre_processor: PolynomialFeatures input_type|selected_input_type: tabular input_type|column_selector_options_1|selected_column_selector_option: all_columns save: True input_type|infile: train.tabular |
attributes: name attributes: name |
train.tabular name |
| Test-4 |
input_type|pre_processors|selected_pre_processor: RobustScaler input_type|selected_input_type: tabular input_type|column_selector_options_1|selected_column_selector_option: all_columns save: True input_type|infile: train.tabular |
attributes: name attributes: name |
train.tabular name |
| Test-5 |
input_type|pre_processors|selected_pre_processor: Binarizer input_type|selected_input_type: sparse save: True input_type|infile: csr_sparse2.mtx |
attributes: name attributes: name |
csr_sparse2.mtx name |
| Test-6 |
input_type|pre_processors|selected_pre_processor: Imputer input_type|selected_input_type: sparse input_type|infile: csr_sparse2.mtx save: True input_type|pre_processors|options|axis: True |
attributes: name attributes: name |
csr_sparse2.mtx name |
| Test-7 |
input_type|pre_processors|selected_pre_processor: StandardScaler input_type|selected_input_type: tabular input_type|column_selector_options_1|selected_column_selector_option: all_columns save: True input_type|infile: train.tabular |
attributes: name attributes: name |
train.tabular name |
| Test-8 |
input_type|pre_processors|selected_pre_processor: MaxAbsScaler input_type|selected_input_type: sparse save: True input_type|infile: csr_sparse2.mtx |
attributes: name attributes: name |
csr_sparse2.mtx name |
| Test-9 |
input_type|pre_processors|selected_pre_processor: Normalizer input_type|selected_input_type: sparse save: True input_type|infile: csr_sparse2.mtx |
attributes: name attributes: name |
csr_sparse2.mtx name |