Repository revision
32:1a53edc4b438

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

Ensemble methods tool metadata
Miscellaneous
for classification and regression
sklearn_ensemble
toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_ensemble/sklearn_ensemble/1.0.8.1
1.0.8.1
echo "1.0.8.1"
True
Version lineage of this tool (guids ordered most recent to oldest)
toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_ensemble/sklearn_ensemble/1.0.8.2
toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_ensemble/sklearn_ensemble/1.0.8.1 (this tool)
toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_ensemble/sklearn_ensemble/1.0.7.12
toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_ensemble/sklearn_ensemble/1.0.7.10
toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_ensemble/sklearn_ensemble/1.0.0.4
toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_ensemble/sklearn_ensemble/1.0
toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_ensemble/sklearn_ensemble/0.9
sklearn_ensemble
Requirements (dependencies defined in the <requirements> tag set)
name version type
python 3.6 package
Galaxy-ML 0.8.1 package
Functional tests
name inputs outputs required files
Test-1 selected_tasks|selected_algorithms|selected_algorithm: RandomForestClassifier
selected_tasks|selected_algorithms|options|random_state: 10
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_task: train
selected_tasks|selected_algorithms|input_options|infile2: train.tabular
selected_tasks|selected_algorithms|input_options|infile1: train.tabular
attributes: name
train.tabular
name
Test-2 selected_tasks|selected_task: load
selected_tasks|infile_data: test.tabular
selected_tasks|infile_model: rfc_model01
attributes: name
rfc_model01
test.tabular
name
Test-3 selected_tasks|selected_algorithms|selected_algorithm: RandomForestRegressor
selected_tasks|selected_algorithms|options|random_state: 10
selected_tasks|selected_algorithms|input_options|column_selector_options_1|col1: ['1', '2', '3', '4', '5']
selected_tasks|selected_algorithms|input_options|column_selector_options_2|col2: 6
selected_tasks|selected_task: train
selected_tasks|selected_algorithms|input_options|infile2: regression_train.tabular
selected_tasks|selected_algorithms|input_options|infile1: regression_train.tabular
attributes: name
regression_train.tabular
name
Test-4 selected_tasks|selected_task: load
selected_tasks|infile_data: regression_test.tabular
selected_tasks|infile_model: rfr_model01
attributes: name
rfr_model01
regression_test.tabular
name
Test-5 selected_tasks|selected_algorithms|selected_algorithm: GradientBoostingRegressor
selected_tasks|selected_algorithms|options|random_state: 42
selected_tasks|selected_algorithms|options|select_max_features|num_max_features: 0.5
selected_tasks|selected_algorithms|input_options|column_selector_options_2|col2: 1
selected_tasks|selected_algorithms|input_options|header2: True
selected_tasks|selected_algorithms|input_options|column_selector_options_1|selected_column_selector_option: all_columns
selected_tasks|selected_algorithms|input_options|header1: True
selected_tasks|selected_task: train
selected_tasks|selected_algorithms|input_options|infile2: regression_y.tabular
selected_tasks|selected_algorithms|input_options|infile1: regression_X.tabular
selected_tasks|selected_algorithms|options|select_max_features|max_features: number_input
attributes: name
regression_X.tabular
regression_y.tabular
name
Test-6 selected_tasks|selected_task: load
selected_tasks|header: True
selected_tasks|infile_data: regression_test_X.tabular
selected_tasks|infile_model: gbr_model01
attributes: name
gbr_model01
regression_test_X.tabular
name
Test-7 selected_tasks|selected_algorithms|selected_algorithm: GradientBoostingClassifier
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_task: train
selected_tasks|selected_algorithms|input_options|infile2: train.tabular
selected_tasks|selected_algorithms|input_options|infile1: train.tabular
attributes: name
train.tabular
name
Test-8 selected_tasks|selected_task: load
selected_tasks|infile_data: test.tabular
selected_tasks|infile_model: gbc_model01
attributes: name
gbc_model01
test.tabular
name
Test-9 selected_tasks|selected_algorithms|selected_algorithm: AdaBoostClassifier
selected_tasks|selected_algorithms|options|random_state: 10
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_task: train
selected_tasks|selected_algorithms|input_options|infile2: train.tabular
selected_tasks|selected_algorithms|input_options|infile1: train.tabular
attributes: name
train.tabular
name
Test-10 selected_tasks|selected_task: load
selected_tasks|infile_data: test.tabular
selected_tasks|infile_model: abc_model01
attributes: name
abc_model01
test.tabular
name
Test-11 selected_tasks|selected_algorithms|selected_algorithm: AdaBoostRegressor
selected_tasks|selected_algorithms|options|random_state: 10
selected_tasks|selected_algorithms|input_options|column_selector_options_1|col1: ['1', '2', '3', '4', '5']
selected_tasks|selected_algorithms|input_options|column_selector_options_2|col2: 6
selected_tasks|selected_task: train
selected_tasks|selected_algorithms|input_options|infile2: regression_train.tabular
selected_tasks|selected_algorithms|input_options|infile1: regression_train.tabular
attributes: name
regression_train.tabular
name
Test-12 selected_tasks|selected_task: load
selected_tasks|infile_data: regression_test.tabular
selected_tasks|infile_model: abr_model01
attributes: name
abr_model01
regression_test.tabular
name