Repository revision
38:c9969328b42f

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

Generalized linear models tool metadata
Miscellaneous
for classification and regression
sklearn_generalized_linear
toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_generalized_linear/sklearn_generalized_linear/1.0.8.3
1.0.8.3
echo "1.0.8.3"
True
Version lineage of this tool (guids ordered most recent to oldest)
toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_generalized_linear/sklearn_generalized_linear/1.0.8.3 (this tool)
toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_generalized_linear/sklearn_generalized_linear/1.0.8.2
toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_generalized_linear/sklearn_generalized_linear/1.0.8.1
toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_generalized_linear/sklearn_generalized_linear/1.0.7.12
toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_generalized_linear/sklearn_generalized_linear/1.0.7.10
toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_generalized_linear/sklearn_generalized_linear/1.0.0.4
toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_generalized_linear/sklearn_generalized_linear/1.0
toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_generalized_linear/sklearn_generalized_linear/0.9
sklearn_generalized_linear
Requirements (dependencies defined in the <requirements> tag set)
name version type
Galaxy-ML 0.8.3 package
Additional information about this tool
python "$glm_script" '$inputs'

    
None
False
False
Functional tests
name inputs outputs required files
Test-1 selected_tasks|selected_algorithms|input_options|infile1: regression_train.tabular
selected_tasks|selected_algorithms|input_options|column_selector_options_1|col1: 6
selected_tasks|selected_algorithms|input_options|column_selector_options_1|selected_column_selector_option: all_but_by_index_number
selected_tasks|selected_algorithms|input_options|infile2: regression_train.tabular
selected_tasks|selected_algorithms|input_options|column_selector_options_2|col2: 6
selected_tasks|selected_algorithms|options|random_state: 10
selected_tasks|selected_algorithms|selected_algorithm: SGDRegressor
selected_tasks|selected_task: train
name: value
regression_train.tabular
value
Test-2 selected_tasks|infile_model: glm_model01
selected_tasks|infile_data: regression_test.tabular
selected_tasks|selected_task: load
name: value
glm_model01
regression_test.tabular
value
Test-3 selected_tasks|selected_algorithms|input_options|infile1: train.tabular
selected_tasks|selected_algorithms|input_options|column_selector_options_1|col1: ['1', '2', '3', '4']
selected_tasks|selected_algorithms|input_options|infile2: train.tabular
selected_tasks|selected_algorithms|input_options|column_selector_options_2|col2: 5
selected_tasks|selected_algorithms|options|random_state: 10
selected_tasks|selected_algorithms|selected_algorithm: SGDClassifier
selected_tasks|selected_task: train
name: value
train.tabular
value
Test-4 selected_tasks|infile_model: glm_model02
selected_tasks|infile_data: test.tabular
selected_tasks|selected_task: load
name: value
glm_model02
test.tabular
value
Test-5 selected_tasks|selected_algorithms|input_options|infile1: train.tabular
selected_tasks|selected_algorithms|input_options|column_selector_options_1|col1: ['1', '2', '3', '4']
selected_tasks|selected_algorithms|input_options|infile2: train.tabular
selected_tasks|selected_algorithms|input_options|column_selector_options_2|col2: 5
selected_tasks|selected_algorithms|options|random_state: 10
selected_tasks|selected_algorithms|selected_algorithm: RidgeClassifier
selected_tasks|selected_task: train
name: value
train.tabular
value
Test-6 selected_tasks|infile_model: glm_model03
selected_tasks|infile_data: test.tabular
selected_tasks|selected_task: load
name: value
glm_model03
test.tabular
value
Test-7 selected_tasks|selected_algorithms|input_options|infile1: regression_train.tabular
selected_tasks|selected_algorithms|input_options|column_selector_options_1|col1: ['1', '2', '3', '4', '5']
selected_tasks|selected_algorithms|input_options|infile2: regression_train.tabular
selected_tasks|selected_algorithms|input_options|column_selector_options_2|col2: 6
selected_tasks|selected_algorithms|selected_algorithm: LinearRegression
selected_tasks|selected_task: train
name: value
regression_train.tabular
value
Test-8 selected_tasks|infile_model: glm_model04
selected_tasks|infile_data: regression_test.tabular
selected_tasks|selected_task: load
name: value
glm_model04
regression_test.tabular
value
Test-9 selected_tasks|selected_algorithms|input_options|infile1: train.tabular
selected_tasks|selected_algorithms|input_options|column_selector_options_1|col1: ['1', '2', '3', '4']
selected_tasks|selected_algorithms|input_options|infile2: train.tabular
selected_tasks|selected_algorithms|input_options|column_selector_options_2|col2: 5
selected_tasks|selected_algorithms|options|random_state: 10
selected_tasks|selected_algorithms|selected_algorithm: LogisticRegression
selected_tasks|selected_task: train
name: value
train.tabular
value
Test-10 selected_tasks|infile_model: glm_model05
selected_tasks|infile_data: test.tabular
selected_tasks|selected_task: load
name: value
glm_model05
test.tabular
value
Test-11 selected_tasks|selected_algorithms|input_options|infile1: train.tabular
selected_tasks|selected_algorithms|input_options|column_selector_options_1|col1: ['1', '2', '3', '4']
selected_tasks|selected_algorithms|input_options|infile2: train.tabular
selected_tasks|selected_algorithms|input_options|column_selector_options_2|col2: 5
selected_tasks|selected_algorithms|options|random_state: 10
selected_tasks|selected_algorithms|selected_algorithm: LogisticRegressionCV
selected_tasks|selected_task: train
name: value
train.tabular
value
Test-12 selected_tasks|infile_model: glm_model06
selected_tasks|infile_data: test.tabular
selected_tasks|selected_task: load
name: value
glm_model06
test.tabular
value
Test-13 selected_tasks|selected_algorithms|input_options|infile1: regression_train.tabular
selected_tasks|selected_algorithms|input_options|column_selector_options_1|col1: ['1', '2', '3', '4', '5']
selected_tasks|selected_algorithms|input_options|infile2: regression_train.tabular
selected_tasks|selected_algorithms|input_options|column_selector_options_2|col2: 6
selected_tasks|selected_algorithms|options|random_state: 10
selected_tasks|selected_algorithms|selected_algorithm: Ridge
selected_tasks|selected_task: train
name: value
regression_train.tabular
value
Test-14 selected_tasks|infile_model: glm_model07
selected_tasks|infile_data: regression_test.tabular
selected_tasks|selected_task: load
name: value
glm_model07
regression_test.tabular
value
Test-15 selected_tasks|selected_algorithms|input_options|infile1: train.tabular
selected_tasks|selected_algorithms|input_options|column_selector_options_1|col1: ['1', '2', '3', '4']
selected_tasks|selected_algorithms|input_options|infile2: train.tabular
selected_tasks|selected_algorithms|input_options|column_selector_options_2|col2: 5
selected_tasks|selected_algorithms|options|random_state: 10
selected_tasks|selected_algorithms|selected_algorithm: Perceptron
selected_tasks|selected_task: train
name: value
train.tabular
value
Test-16 selected_tasks|infile_model: glm_model08
selected_tasks|infile_data: test.tabular
selected_tasks|selected_task: load
name: value
glm_model08
test.tabular
value