| Miscellaneous |
| Version lineage of this tool (guids ordered most recent to oldest) |
| toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_svm_classifier/sklearn_svm_classifier/1.0 |
| toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_svm_classifier/sklearn_svm_classifier/0.9 (this tool) |
| sklearn_svm_classifier |
| 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: SVC selected_tasks|selected_algorithms|options|random_state: 5 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_algorithms|input_options|header2: True selected_tasks|selected_algorithms|input_options|header1: True selected_tasks|selected_task: train selected_tasks|selected_algorithms|input_options|infile2: train_set.tabular selected_tasks|selected_algorithms|input_options|infile1: train_set.tabular |
attributes: name |
train_set.tabular name |
| Test-2 |
selected_tasks|selected_algorithms|selected_algorithm: NuSVC selected_tasks|selected_algorithms|options|random_state: 5 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_algorithms|input_options|header2: True selected_tasks|selected_algorithms|input_options|header1: True selected_tasks|selected_task: train selected_tasks|selected_algorithms|input_options|infile2: train_set.tabular selected_tasks|selected_algorithms|input_options|infile1: train_set.tabular |
attributes: name |
train_set.tabular name |
| Test-3 |
selected_tasks|selected_algorithms|selected_algorithm: LinearSVC selected_tasks|selected_algorithms|options|random_state: 5 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_algorithms|input_options|header2: True selected_tasks|selected_algorithms|input_options|header1: True selected_tasks|selected_task: train selected_tasks|selected_algorithms|input_options|infile2: train_set.tabular selected_tasks|selected_algorithms|input_options|infile1: train_set.tabular |
attributes: name |
train_set.tabular name |
| Test-4 |
selected_tasks|selected_task: load selected_tasks|header: True selected_tasks|infile_data: test_set.tabular selected_tasks|infile_model: svc_model01 |
attributes: name |
svc_model01 test_set.tabular name |
| Test-5 |
selected_tasks|selected_task: load selected_tasks|header: True selected_tasks|infile_data: test_set.tabular selected_tasks|infile_model: svc_model02 |
attributes: name |
svc_model02 test_set.tabular name |
| Test-6 |
selected_tasks|selected_task: load selected_tasks|header: True selected_tasks|infile_data: test_set.tabular selected_tasks|infile_model: svc_model03 |
attributes: name |
svc_model03 test_set.tabular name |
| Test-7 |
selected_tasks|selected_task: load selected_tasks|header: True selected_tasks|infile_data: test_set.tabular selected_tasks|infile_model: pickle_blacklist |
pickle_blacklist test_set.tabular |