Repository revision
8:d6b4ef85001c

Repository 'sklearn_nn_classifier'
hg clone https://toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_nn_classifier

Nearest Neighbors Classification tool metadata
Miscellaneous
sklearn_nn_classifier
toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_nn_classifier/sklearn_nn_classifier/0.9
0.9
echo "0.9"
True
Version lineage of this tool (guids ordered most recent to oldest)
toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_nn_classifier/sklearn_nn_classifier/1.0
toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_nn_classifier/sklearn_nn_classifier/0.9 (this tool)
sklearn_nn_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: 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
attributes: name
nn_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: nn_model02
attributes: name
nn_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: nn_model03
attributes: name
nn_model03
test_set.tabular
name