Repository revision
3:72c0d2747dc9

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

Machine Learning Visualization Extension tool metadata
Miscellaneous
includes several types of plotting for machine learning
ml_visualization_ex
toolshed.g2.bx.psu.edu/repos/bgruening/ml_visualization_ex/ml_visualization_ex/1.0.7.12
1.0.7.12
echo "1.0.7.12"
True
Version lineage of this tool (guids ordered most recent to oldest)
toolshed.g2.bx.psu.edu/repos/bgruening/ml_visualization_ex/ml_visualization_ex/1.0.8.1
toolshed.g2.bx.psu.edu/repos/bgruening/ml_visualization_ex/ml_visualization_ex/1.0.7.12 (this tool)
ml_visualization_ex
Requirements (dependencies defined in the <requirements> tag set)
name version type
python 3.6 package
Galaxy-ML 0.7.12 package
plotly 3.1.1 package
graphviz 2.40.1 package
pydot 1.4.1 package
Functional tests
name inputs outputs required files
Test-1 plotting_selection|plot_type: roc_curve
plotting_selection|infile1: y_true.tabular
plotting_selection|infile2: y_score.tabular
attributes: name
y_true.tabular
y_score.tabular
name
Test-2 plotting_selection|infile_estimator: best_estimator_.zip
plotting_selection|plot_type: feature_importances
plotting_selection|infile1: regression_X.tabular
plotting_selection|column_selector_options|selected_column_selector_option: all_columns
attributes: name
best_estimator_.zip
regression_X.tabular
name
Test-3 plotting_selection|plot_type: learning_curve
plotting_selection|infile1: mv_result03.tabular
attributes: name
mv_result03.tabular
name
Test-4 plotting_selection|plot_type: pr_curve
plotting_selection|infile1: y_true.tabular
plotting_selection|infile2: y_score.tabular
attributes: name
y_true.tabular
y_score.tabular
name
Test-5 plotting_selection|plot_type: rfecv_gridscores
plotting_selection|infile1: grid_scores_.tabular
attributes: name
grid_scores_.tabular
name
Test-6 plotting_selection|plot_type: keras_plot_model
plotting_selection|infile_model_config: deepsear_1feature.json
attributes: name
deepsear_1feature.json
name