Miscellaneous |
Version lineage of this tool (guids ordered most recent to oldest) |
toolshed.g2.bx.psu.edu/repos/bgruening/nn_classifier/nn_classifier/0.9 (this tool) |
nn_classifier |
Requirements (dependencies defined in the <requirements> tag set) |
name | version | type |
python | 2.7 | package |
scikit-learn | 0.19.1 | package |
pandas | 0.22.0 | package |
xgboost | 0.72.1 | package |
Functional tests |
name | inputs | outputs | required files |
Test-1 |
selected_tasks|selected_algorithms|selected_algorithm: nneighbors 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_algorithms|sampling_methods|options|algorithm: brute selected_tasks|selected_task: train selected_tasks|selected_algorithms|sampling_methods|sampling_method: KNeighborsClassifier 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: nneighbors 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|sampling_methods|sampling_method: RadiusNeighborsClassifier 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: ncentroid 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: nn_model01.txt |
attributes: name |
nn_model01.txt 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: nn_model02.txt |
attributes: name |
nn_model02.txt 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: nn_model03.txt |
attributes: name |
nn_model03.txt test_set.tabular name |