Repository revision
16:b8d4f843212c

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

Support vector machines (SVMs) tool metadata
Miscellaneous
for classification
svm_classifier
toolshed.g2.bx.psu.edu/repos/bgruening/svm_classifier/svm_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/svm_classifier/svm_classifier/0.9 (this tool)
svm_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: 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.txt
attributes: name
svc_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: svc_model02.txt
attributes: name
svc_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: svc_model03.txt
attributes: name
svc_model03.txt
test_set.tabular
name